Using Steve Little's AI Genealogy Research Assistant V8.5.1c To Develop a Research Plan

 I wrote about Using Steve Little's Genealogy Research Assistant V8 to Develop a GPS Proof Summary on 25 February 2026, which used Version 8 of Steve Little's Genealogy Research Assistant tool.

Steve continues to improve and expand the Genealogy Research Assistant (GRA) tool -- see Steve's blog post The Genealogical Research Assistant (GRA): Free for Every AI Platform for the latest update. The custom prompt is available for several Artificial Intelligence platforms, including OpenAI ChatGPT, Anthropic Claude and Google Gemini (all with FREE and PAID access).

1)  I chose to use OpenAI ChatGPT. The Genealogy Research Assistant V8.5.1c prompt is at   https://chatgpt.com/g/g-69701d25d61c819192c2db4589b366d9-genealogical-research-assistant.

I wanted to ask the GRA to provide a research plan for finding the maiden name, birth date and place, and parents' names of my 5th great-grandmother Jerusha --?-- who married Burgess Metcalf in about 1769, probably in Keene, New Hampshire. I provided limited data about her (I don't have much more!) in my prompt:

"I can't find any records for my 5th great-grandmother Jerusha --?-- who married Burgess Metcalf in about 1769 in Keene NH and had 10 children. The family moved to Piermont NH in 1773 and lived out their lives there. Please provide a research plan for me to find Jerusha's maiden name, birth date and place, and parents names."

2)  Here is the Research Plan guidance that GRA V8.5.1c provided:

You’re dealing with a classic 18th-century “elusive wife” problem—and your instincts are right: this will require indirect evidence, cluster research, and careful correlation.

What the evidence currently supports (baseline)

From compiled and authored materials:

• Jerusha (—?—) married Burgess Metcalf before about 1770, probably in Keene, New Hampshire (Genea-Musings)

• She was born about 1750 and died 9 June 1817 in Piermont, NH (Genea-Musings)

  Her maiden name, parents, and birthplace are unknown in current research (Genea-Musings)

• A proposed maiden name “Chandler” lacks supporting records and may derive from a child’s given name (Genea-Musings)

Evidence assessment

• These statements come from authored sources (compiled genealogies/blogs citing earlier works).

• Information about Jerusha is largely indeterminate (informants unknown).

• Evidence for her identity is indirect at best.

👉 Conclusion: Your research question is complex (identity + parentage pre-1800) → requires a broad, multi-source strategy.

---

GPS Research Plan

OBJECTIVE

Identify Jerusha (—?—):

• Maiden name

• Birth date and place

• Parents

SUBJECT

Jerusha (—?—), wife of Burgess Metcalf, lived Keene → Piermont, NH (ca. 1769–1817)

KNOWN FACTS (to anchor research)

• Married by ~1770 (likely Keene)

• First child ~1770

• Lived Piermont from 1773 onward

• Died 1817 in Piermont

• Had 10+ children

WORKING HYPOTHESIS

Jerusha was:

• From Keene or nearby Cheshire County, OR

• From a family migrating with/near the Metcalfs, OR

• Connected to a Piermont associate (land, church, or neighbors)

---

SOURCES TO SEARCH (Prioritized)

Priority	Source Type	Repository	Rationale	Status
1	Church records (CHR)	Keene & early Piermont Congregational	Pre-vital era marriages often only here	Key
2	Town records (VIT/OTH)	Piermont Town Records (1765–1825)	Early entries may mention wife or origins	Key
3	Land records (LND)	Grafton County deeds	Wives often named; possible relatives nearby	Key
4	Probate (PRO)	Cheshire & Grafton counties	Identify potential fathers naming “Jerusha Metcalf”	Key
5	Marriage clusters (CHR/VIT)	Keene & nearby towns	Identify all Jerusha marriages 1765–1775	Key
6	Baptisms of children (CHR)	Piermont/Keene churches	Sponsors/witnesses may be relatives	High
7	Revolutionary War records (MIL)	Burgess Metcalf file	Pensions sometimes mention wives/family	Medium
8	Local histories (AUTHORED)	County/town histories	Clues to intermarrying families	Medium
9	Tax lists & early censuses (OTH/CEN)	Piermont	Identify neighbors (FAN cluster)	Medium
10	Cemetery records (OTH)	Piermont burial grounds	Check for adjacent family plots	Medium

---

FAN CLUSTER (Critical for this case)

Person/Group	Relationship	Records to Check
Chandler families in Piermont	Possible connection (name clue)	Land, probate, church
Jenness (land seller)	Associate	Deeds, neighbors
Early Piermont settlers	Neighbors	Tax lists, church
Children’s spouses’ families	In-laws	Marriage witnesses
Metcalf siblings	Family	Shared migration patterns

---

STRATEGIC APPROACH (What will actually break this case)

1. Reconstruct ALL early Piermont families (1760s–1780s)

This is essential.

Why:

• Jerusha likely came with or near them

• Women’s identities often surface only through cluster context

👉 Build a mini-community study, not just one person.

---

2. Land records (HIGH VALUE)

Focus on:

• 1773 purchase (Burgess Metcalf)

• Adjacent landowners

• Later deeds (look for wife’s release of dower)

Why it matters:

• Wife may be named explicitly

• Neighbors may be relatives

---

3. Church records (highest probability source)

Search for:

• Marriage entry (~1768–1772)

• Baptisms of early children (especially first 2–3)

Key clues:

• Witnesses

• Membership transfers (“dismissed from Keene church”)

---

4. Probate “reverse search”

Instead of searching for Jerusha—search for:

Men who died in Cheshire/Grafton counties (1770–1820)
who named a daughter “Jerusha Metcalf”

This is often the breakthrough method.

---

5. Analyze children’s naming patterns (with caution)

Children include:

• Meletiah (husband’s mother)

• Chandler (possible clue)

• Jerusha (self-naming pattern)

⚠️ Interpretation:

• “Chandler” could reflect maiden name—but currently unsupported evidence

Treat as:

• Indirect evidence hypothesis, not fact

---

6. Map migration chain

Metcalf family moved:

• Massachusetts → Keene (~1750) → Piermont (1773)

👉 Investigate:

• Families making the same move sequence

• Especially daughters named Jerusha (born ~1745–1755)

---

7. Same-name analysis (critical)

You must identify:

• All Jerusha (unknown surname) in:

  • Keene

  • Nearby towns (Westmoreland, Swanzey, Walpole)

Then:

• Eliminate those who married other men

• Track those who disappear (possible Jerusha Metcalf)

---

SUCCESS CRITERIA

You will have a credible conclusion when you find:

• A record naming:

  • “Jerusha [surname], wife of Burgess Metcalf” (Direct evidence), OR

• A correlated cluster showing:

  • Jerusha linked to a specific family via land, probate, or church (Indirect evidence strong enough for a proof argument)

---

Reality Check (GPS honesty)

At present:

• Evidence for her maiden name = Not Proved

• “Chandler” hypothesis = Possible but unsupported

• Identity resolution will likely require a proof argument, not a simple record

---

If you want next step help

I can help you:

• Build a Piermont FAN cluster reconstruction

• Create a targeted probate search list

• Or analyze any document you already have

This is exactly the kind of case where a structured, GPS approach pays off—but it’s also one that typically requires assembling indirect evidence across many records rather than finding a single answer.

======================================

3)  Note that the GRA tool searched the Internet for information, and found my blog post from 2008 (The Elusive Jerusha --?-- (1750?-1817, who married Burgess Metcalf)).  However, it did not quote my blog post from 2017 (52 Ancestors - Week 158: #223 Jerusha (--?--) Metcalf (1750-1817) of New Hampshire), which has a bit more information.

You can see the logical layout of the Genealogy Research Assistant in the ChatGPT5 text above.  

4)  The research plan seems very comprehensive, and I will try to follow it as best I can. I have looked for Keene and Piermont, New Hampshire colonial records in the past without much success.  The Keene vital records for the period are restricted in the FamilySearch Catalog, so I need a FamilySearch Center visit.

5)  I will try some of the other GRA Verson 8.5.1c research and analysis opportunities also.

6)  Please read ALL of Steve's recent blog post and try out the Genealogy Research Assistant tool!

==============================================

Links to my blog posts about using Artificial Intelligence are on my Randy's AI and Genealogy page. Links to AI information and articles about Artificial Intelligence in Genealogy by other genealogists are on my AI and Genealogy Compendium page.

The URL for this post is:  

Copyright (c) 2026, Randall J. Seaver

Please comment on this post on the website by clicking the URL above and then the "Comments" link at the bottom of each post.  Share it on Twitter, Facebook, or Pinterest using the icons below.  Or contact me by email at randy.seaver@gmail.com. Note that all comments are moderated, and may not appear immediately.

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Betty and Fred's Story: September to Mid-October 1943

 The AI-assisted ABC Biography of my mother, Betty Virginia (Carringer) Seaver, is in ABC Biography of #3 Betty Virginia (Carringer) Seaver (1919-2002) of San Diego, California. I also  wrote Betty's Story: The First-Year Art Teacher about the start of her teaching career.

The AI-assisted ABC Biography of my father, Frederick Walton Seaver, is in ABC Biography of #2 Frederick Walton Seaver Jr. (1911-1983) of Massachusetts and San Diego, California.  I also wrote Fred's Story: The Three-Day Cross-Country Escape  and Fred's Story: "I Need A Girl" about him coming to San Diego, and wanting for a girlfriend.

Then I wrote 21 more chapters of their life together (listed at the end of this post).

And now we are up to September and October 1943 and they are still waiting for the birth of their baby: 

                  (AI NotebookLM Infographic - Betty and Fred's Story - September to mid-October 1943)

1)  Based on the biographies and the earlier stories, I asked Anthropic Claude Sonnet 4.5 to tell another story - what happened next (I offered some suggestions!)?  Here is the next story (edited for more detail and accuracy):

Building a Family Together:  September To 

Mid-October 1943

Early September 1943 - Work and War

Fred's work at Rohr continued to be demanding, even as Betty stayed home preparing for the baby. The production targets kept increasing—the B-24 Liberator was proving crucial in the European air campaign, and every aircraft needed the parts Rohr produced.

Fred came home exhausted every night, often having worked ten or twelve hours. His team had stabilized at fourteen people after hiring two more workers, but the turnover was constant. Someone would work for a few weeks, then quit or get drafted or move to a better-paying job at another defense plant.

"I'm training people constantly," Fred told Betty over dinner one night. "As soon as someone gets competent, they leave and I have to start over with someone new."

"Can you hire more experienced people?"

"Everyone with experience is already employed. We're hiring whoever we can find—older men, teenagers, women who've never worked in manufacturing before. And I'm supposed to turn them into qualified material controllers in a matter of weeks."

The war news was mixed. Allied forces had invaded Sicily in July and were pushing north through Italy. But the Pacific war seemed endless—island after island, each one paid for in blood. The casualty lists kept growing.

Fred's draft classification remained 1-A, but expectant fathers received temporary deferments. Once the baby was born, he'd have a few months of safety, but after that, he could be called up at any time.

They didn't talk about it often—the possibility that Fred might be drafted, might be sent overseas, might not come back. But it hung over them constantly, a shadow they couldn't escape.

"Let's just focus on now," Betty said when the worry became too much. "You're here now. The baby's coming soon. We have each other now. That's what matters."

"You're right. We can't live in fear of what might happen."

But late at night, Betty would wake to find Fred staring at the ceiling, clearly unable to sleep, clearly thinking about the future and all its uncertainties.

Mid-September 1943 - Shopping for Fred's Birthday

Fred's thirty-second birthday was October 15th—the same day their baby was due. Betty was now eight months pregnant, enormous and uncomfortable, but determined to find Fred a good birthday present.

"I'm going shopping with Sally," she announced one Saturday morning.

"You can barely walk. Let me come with you."

"No. It's for your birthday. You can't be there when I buy it."

Sally drove Betty to downtown Chula Vista, walking slowly through the shops. Everything was difficult now—her feet hurt constantly, her back ached, she had to stop frequently to rest. But she was determined.

She found what she was looking for in a men's clothing store—a beautiful leather briefcase, professional and well-made. Fred's current bag for carrying work documents was falling apart, and she knew he'd appreciate something nice.

The clerk wrapped it carefully, and Betty struggled back to the car, feeling the baby shift and kick in protest at all the movement.

At home, she hid the briefcase in the back of the linen closet, where Fred would never look. Then she collapsed on the sofa, exhausted from the simple shopping trip.

"How did it go?" Fred asked when he came in from the garden.

"Fine. I found something perfect. But you're not getting any other hints."

"We're not doing anything elaborate for my birthday, right? You'll be nine months pregnant. We're not going out to dinner or having a party."

"Probably not. Though we might have the baby on your birthday. Dr. McCausland said the due date is October 15th."

"Wouldn't that be something? My birthday and the baby's birthday on the same day."

"Let's hope not. I'd like you to be able to have your own special day without competing with our child."

Late September 1943 - Final Doctor's Appointments

Betty had been seeing Dr. McCausland monthly throughout her pregnancy, but in September, the appointments became more frequent—every two weeks, then weekly as October approached.

At the late September appointment, Dr. McCausland did a thorough examination.

"Everything looks good, Mrs. Seaver. The baby is in the right position, your blood pressure is normal, you're healthy. I'd estimate you're carrying a good-sized baby—probably seven to eight pounds."

"Where will I have the baby?" Betty asked. She'd been meaning to ask this question for weeks but kept forgetting.

"Paradise Valley Sanitarium in National City. It's the closest hospital to you, and they have an excellent maternity ward. I have privileges there, so I'll be able to attend the delivery."

"A sanitarium? That sounds like a mental hospital."

Dr. McCausland laughed. "I know the name is old-fashioned. It used to be a tuberculosis sanitarium back in the 1920s, but it's been a regular hospital for years now. They just never changed the name. It's perfectly respectable, I promise."

"What do I need to bring?"

"A suitcase with nightgowns, toiletries, and clothes for going home. We'll keep you for about five days after the delivery, assuming no complications. And your husband should be prepared to drive you there quickly when labor starts."

Fred, who'd accompanied Betty to this appointment, nodded seriously. "I'll make sure the car is always ready. Keep the gas tank full, check the tires, have a route planned."

"Good. First babies can take a while—labor often lasts twelve to twenty hours or more. But when her contractions are five minutes apart and regular, bring her in. Don't wait until the last minute."

Driving home, Betty was thoughtful. Paradise Valley Sanitarium. In just a few weeks, she'd be there, giving birth to their child.

"Are you scared?" Fred asked.

"Terrified. Everyone says labor is the worst pain imaginable. What if I can't do it?"

"You can do it. Women have been doing it for thousands of years. And I'll be there with you."

"Will they let you in the delivery room?"

"I don't know. Some hospitals allow husbands, some don't. But either way, I'll be at the hospital, waiting, ready to meet our baby."

Early October 1943 - Baby Names

Two weeks before the baby's due date, Betty and Fred finally sat down to seriously discuss names. They'd been avoiding the conversation, unable to agree, but time was running out.

"If it's a boy, I want to name him after my father," Fred said. "Frederick Walton Seaver III."

"I'm not sure about that," Betty said carefully. "I know you loved your father, but three Fredericks in a row seems like a lot. What if he wants his own identity?"

"We could call him by a nickname. Freddy, maybe. Or his middle name—Walton. That's different from Frederick."

"What about Ranslow? I've always loved that name – my grandmother’s grandfather was Ranslow – he and his wife adopted Della’s father, Devier. We could call him Ranny. Ranslow Lyle Seaver."

"Ranslow's nice. But I really want to honor my father somehow. He died before we got married, before he could meet you or know about this baby. This is a way to keep his memory alive."

They debated back and forth, neither willing to fully compromise.

"What if we use both names?" Betty suggested. "Ranslow Frederick Seaver. Ranslow as the first name, Frederick as the middle name. That way we honor your father without calling the baby Frederick."

Fred considered this. "Ranslow Frederick. I can live with that. We'd call him Ranny?"

"Ranny. I like it."

"And if it's a girl?"

This was easier. They both loved the name Virginia—Betty’s middle name.

"Virginia Emily Seaver," Betty suggested. "Virginia after the state, Emily after my mother."

"What about my mother? She should be honored too."

"Bessie as a middle name?"

"No, that doesn't flow. What about Alma? That's my mother's first name but she goes by Bessie —Alma Emily Seaver."

“Alma Emily. That's beautiful. I love it."

So it was decided: Ranslow Frederick if a boy, Alma Emily if a girl. They'd call the boy Ranny and the girl... Alma, Amy, Emmy? They'd decide when they met her.

October 15, 1943 - Fred's Birthday

Fred woke on his thirty-second birthday to find Betty already awake, sitting up in bed with considerable effort.

"Happy birthday," she said, leaning over to kiss him. "Thirty-two years old."

"Thank you. And thank you for not going into labor on my birthday. I appreciate the baby waiting."

"Tell the baby that, not me. I have no control over this situation anymore."

Fred helped Betty out of bed—a complicated maneuver now that she was nine months pregnant. She waddled to the kitchen where she'd hidden his birthday breakfast preparations the night before.

"I made you a coffee cake," she announced, pulling it from the cupboard. "And I have bacon and eggs ready to cook."

"You didn't have to do all that."

"It's your birthday. Of course I did."

They ate breakfast together, and then Betty presented Fred with his gift—the leather briefcase she'd bought weeks earlier.

Fred's face lit up when he opened it. "Betty, this is beautiful. And so practical—my current bag is falling apart."

"I know. I figured you needed something professional for work."

"It's perfect. Thank you."

"There's one more thing." Betty handed him a card she'd made herself, with a drawing on the front of a man holding a baby. Inside, she'd written: To Fred on your 32nd birthday. Next year, you'll be celebrating with our baby. I love you more than words can say. Love, Betty.

Fred's eyes filled with tears as he read it. "Next year. Our baby will be almost a year old."

"If the baby ever decides to arrive. I'm starting to think this child plans to stay in there forever."

"Dr. McCausland said first babies are often late. Even up to a week."

Betty groaned. "A week sounds like an eternity. I'm so uncomfortable. I can't sleep, I can't get comfortable, I can't even see my feet anymore."

"Want to take a walk? Might help move things along."

They walked slowly around the neighborhood, Betty stopping frequently to rest and catch her breath. The October day was beautiful—warm but not hot, with a gentle breeze. Several neighbors called out birthday wishes to Fred as they passed.

For dinner, Betty had invited the Carringers over for a small birthday celebration. Emily brought a pot roast (not trusting Betty to cook at nine months pregnant), Georgianna brought her famous apple pie, and Della sent fresh bread.

Lyle presented Fred with a nice tie and tie clasp, plus some cigars.

"For celebrating," Lyle said. "Your birthday now, and when the baby arrives."

They ate dinner at the small table, crowded but cozy, talking about everything except when the baby might come—everyone was carefully avoiding the subject, knowing Betty was anxious about it.

After dinner, they sang "Happy Birthday" to Fred, and he blew out the candles on Georgianna's pie.

"What did you wish for?" Betty asked.

"Can't tell you or it won't come true. But it involves a healthy baby and all of us making it through this war safely."

As the evening wound down and the Carringers prepared to leave, Emily pulled Betty aside.

"You're doing well, sweetheart. I know you're uncomfortable and anxious, but you look healthy. The baby will come when it's ready."

"I just want this to be over. I want to meet our baby."

"Soon. Very soon. And then you'll never sleep again, and you'll look back on these last days of pregnancy with nostalgia."

After everyone left, Fred and Betty sat together on the sofa, Betty's feet in Fred's lap while he massaged them gently.

"Thirty-two," Fred said. "When I was twenty-two, I never imagined I'd be here—married, about to become a father, working in California instead of Massachusetts. Life takes strange turns."

"Good turns, though?"

"The best turns. Meeting you was the best thing that ever happened to me."

"Even though I'm currently the size of a house and can't do anything without help?"

"Especially now. You're growing our baby. That's pretty miraculous."

They sat in comfortable silence, Fred's hands on Betty's belly, feeling the baby move and shift.

"Any day now," Betty said. "Our lives are about to change completely."

"I can't wait. I'm terrified, but I can't wait."

"Me too. Both at the same time."

They went to bed early, both tired, both thinking about the week ahead. Somewhere inside Betty, their baby was waiting, ready to be born, ready to join their family.

Fred fell asleep with his hand on Betty's belly, feeling their child moving beneath his palm.

Eight more days until the due date.

But babies came when they were ready.

And soon—very soon—their baby would be ready.

---

To be continued...

==========================================

2) Here is the Google NotebookLM Video Overview about Fred and Betty's life in September to mid-October 1943: 

3)  This story is historical fiction based on real people -- my parents -- and a real event in a real place.  I don't know the full story of these events -- but this is how it might have been. I hope that it was at least this good! Claude is such a good story writer!  I added some details and corrected some errors in Claude's initial version.

Stay tuned for the next chapter in this family story.

Here are the previous chapters:

•  Betty's Story: "The Dinner That Changed Everything" where Betty met Fred at Betty's student's home and their lives were changed.  
• Betty and Fred's Story: "The First Date" -- they got to know each other better.
• Betty and Fred's Story: "New Beginnings" --  the romance blossoms a bit.
• Betty and Fred's Story: "Late Summer, Early Fall 1941" -- more fun and love.
• Betty and Fred's Story: "Autumn Into Winter 1941" -- Thanksgiving, Pearl Harbor and Christmas
• Betty and Fred's Story: Winter 1941/2 ... and Waiting -- more fun and love and Valentine's Day - and disappointment
• Betty and Fred's Story: "Winter Into Spring 1942"- - bad news, frustration and acceptance.
• Betty and Fred's Story: "The Big Moment" -- the proposal
• Betty and Fred's Story: "Racing Toward Forever"-- only two weeks to go!
• Betty and Fred's Story: "The Days Before 'I Do' " --  The next two weeks.
• Betty and Fred's Story: "The Wedding Day" -- the big day!
• Betty and Fred's Story: "The Honeymoon" -- a lovely week.
• Betty and Fred's Story:  "A Home and Planning Ahead." -- getting organized.
• Betty and Fred's Story: "Building a Life Together" -- working and loving.
• Betty and Fred's Story: "Celebrations and War Worries" -- a birthday, a telegram, and Thanksgiving.
• Betty and Fred's Story: Married Life in December 1942 --Christmas 1942.
• Betty and Fred's Story - New Year 1943 -- Life is busy!
• Betty and Fred's Story: February to April 1943 -- A baby is on the way!
• Betty and Fred's Story: Late Spring 1943 -- Life goes on!
• Betty and Fred's Story: Early Summer 1943 -- Beach Party and First Anniversary
• Betty and Fred's Story: Late July and August 1943 -- Waiting Is Hard.

                           ==============================================

Links to my blog posts about using Artificial Intelligence are on my Randy's AI and Genealogy page. Links to AI information and articles about Artificial Intelligence in Genealogy by other genealogists are on my AI and Genealogy Compendium page.

Copyright (c) 2026, Randall J. Seaver

The URL for this post is: 

Please comment on this post on the website by clicking the URL above and then the "Comments" link at the bottom of each post.  Share it on Twitter, Facebook, or Pinterest using the icons below.  Or contact me by email at randy.seaver@gmail.com.  Please note that all comments are moderated, and may not appear immediately.

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Saturday Night Genealogy Fun -- What Was a "Turning Point" In Your Parent's Life?

 Calling all Genea-Musings Fans: 

 It's Saturday Night again - 

time for some more Genealogy Fun!!

Here is your assignment if you choose to play along (cue the Mission Impossible music, please!):

1)  Family stories are often about "Turning Points" and "Major Decisions."  

2)  This week, please describe a "Turning Point" in the life of one of your parents (or for both of them, or for grandparents).  Describe the decision, and discuss the outcome of it.

2)  Share the turning point with all of us by writing your own blog post, writing a comment on this blog post, or put it in a Substack post, Facebook Note, or some other social media system.  Please leave a comment on this post so others can find it.

Here's mine:

The most important "Turning Point" in my father's life was his decision to come to California from Massachusetts in December 1940.  I told the story in Fred's Story: "The Three-Day Cross-Country Escape."

My father's life was turned upside down and he made the best of it. He met my mother, married her in 1942, had a son Randy, served in the U.lS. Navy in 1944-5, came home and had two more sons, became an insurance agent, a world class bowler, a competitive and crafty youth baseball coach, and eventually a grandfather of four.

Without this decision, I would not be the person I am in this place and time. I might not have an extensive Mayflower and New England ancestry, or the engineer's mind.  My wife might have married someone else, and our daughters might have very different genetics. My mother might have become a world-famous artist.  My father might have been a baseball player or a rock star.  

If I wasn't who I am, would the genealogy research process be any different?  Hmmm, probably not.  

                                =============================================

The URL for this post is:  https://www.geneamusings.com/2026/04/saturday-night-genealogy-fun-what-was.html

Copyright (c) 2026, Randall J. Seaver

Please comment on this post on the website by clicking the URL above and then the "Comments" link at the bottom of each post.  Share it on Twitter, Facebook, or Pinterest using the icons below.  Or contact me by email at randy.seaver@gmail.com. Note that all comments are moderated, and may not appear immediately.

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Ask AI: "Am I Wrong To Write Historical Fiction About My Ancestors?"

 Some people in the genealogy and family history community (notably on Facebook) have stated that Artificial Intelligence should not be used to create "historical fiction" about a historical person.  Some commenters say that we as family historians should only base stories on our own memories, on sourced records, on actual words spoken by that person, or in witness accounts of the person.  

I understand that point of view.  BUT (a big but...) I don't have memories, family stories, witness accounts, etc. for most of my ancestors - only for myself, my parents, my grandparents, but I have thousands of records for my ancestors. 

How can I tell the stories of my ancestors and their lives so that my relatives and descendants can better understand my life and the ancestors' lives?

As my blog readers and Facebook friends know, I have been telling "historical fiction" stories about my ancestors for over a year now in an attempt to understand the lives of my ancestors.  I do this by asking questions about how did the ancestors live their lives, what historical and social events affected them, what were the major decisions or turning points in their lives, etc.  

Am I wrong to do that?  My view is that this is a useful and legitimate activity as long as I identify the results as "Historical fiction" and "how it might have been" and avoid stating that it is how it really was for the ancestors in the time and place they lived.

1)  I decided to see what OpenAI ChatGPT5 thought about it.  Here is my prompt:  

"I'm an experienced genealogist but a technical writer and don't tell stories well with emotion or feelings, and have stories about my ancestors only from my parents and my own memories. Is it wrong to use AI to tell historical fiction stories about my ancestors - 'the way it might have been' based on the facts I have from source records with names, relationships, events, dates, places, etc.?"

(AI OpenAI ChatGPT5 image - crafting historical family stories)

And here is ChatGPT5's response:

Not wrong at all—if you handle it honestly and carefully. In fact, what you’re describing sits in a long tradition. Family historians have always tried to bridge the gap between documented facts and lived experience. The key is how you frame it.

Think of it this way: you’re not replacing history—you’re interpreting it.

a)  Where it works well

Using AI to create “the way it might have been” stories can:

• Bring otherwise dry records to life (census lines, land deeds, probate files)

• Help descendants connect emotionally with people they’d otherwise see as names and dates

• Explore plausible daily life based on known context (time, place, occupation, culture)

That’s especially valuable in genealogy, where the record is often skeletal. You already know that even a well-documented ancestor leaves a lot unsaid.

b)  Where you need to be careful

The line to watch is between fact and invention. Problems arise when:

• Fiction is presented as proven truth

• Readers can’t tell what is documented vs. imagined

• Details contradict known historical realities

Those are fixable issues with good discipline.

c)  A practical, traditional approach (that works beautifully)

You might appreciate this—it aligns with careful, evidence-based work:

1. Keep your proof standard intact -- Maintain your fully documented, source-based biography (your “anchor”).

2. Create a clearly labeled companion piece -- Call it something like: “A Historical Reconstruction”

• “A Day in the Life (Imagined)”

• “Based on Records of…”

3. Ground every scene in evidence -- For example:

• If he was a millwright → describe mill work typical of that region and period

• If she lived in 1870 Iowa → use known housing, clothing, weather patterns

• If a child died young → you can explore the emotional weight, but don’t invent specific dialogue or events without signaling it

4. Signal uncertainty honestly -- Phrases like:

• “He likely…”

• “She may have…”

• “It is reasonable to imagine…”

That keeps your integrity intact.

c)  Why this actually strengthens your work

You’re doing something many genealogists struggle with—making ancestors human again.

Records tell us:

• what happened

• when

• where

But they rarely tell us:

• what it felt like

• what a day looked like

• what mattered to them

Careful historical storytelling fills that gap without distorting the record.

d)  One more thought (from a traditional angle)

Before AI, people did this by hand—writing sketches, local histories, even family lore narratives. AI is just a new tool for an old instinct: honoring the past by trying to understand it.

Used responsibly, it’s not cutting corners—it’s extending your ability to interpret the past.

---

If you’d like, I can take one of your ancestors—say Devier Lamphier Smith or Della Carringer—and show you exactly how to build a clean, well-labeled “historical reconstruction” from your known facts.

2)  My next prompt was:  

"One of my thoughts is that what I am doing is acting as a ghostwriter for my ancestor who cannot speak for him or herself. Is that a fair thought? Is there another term besides novelist?"

The ChatGPT5 response was:

That’s a very fair way to think about it—and, frankly, a respectful one.

“Ghostwriter” fits better than you might expect, because you’re not trying to replace your ancestor’s voice—you’re trying to reconstruct a voice that history didn’t preserve. In genealogy, that’s a meaningful distinction. You’re working from evidence, not inventing freely.

That said, there are a few terms that might suit what you’re doing even more precisely, depending on how you want to present your work:

a)  Terms that fit your approach

• Historical Interpreter --- This has a solid, traditional feel. It suggests you are explaining and giving life to the past based on evidence—much like a museum interpreter or living history presenter.

• Narrative Genealogist -- A nice blend of your two worlds. It keeps your identity grounded in documented research while acknowledging that you’re shaping it into story form.

• Family Historian (Narrative Form) -- Simple and honest. Many respected genealogists have done exactly this—writing sketches or reminiscences to accompany the record.

• Historical Reconstructor -- This leans into what you’re actually doing: rebuilding a plausible lived experience from fragments.

• Creative Nonfiction Writer (Genealogical) -- Useful if you ever share this more broadly. It signals: this is rooted in fact, but told with narrative technique.

• First-Person Historical Reimagining -- Not a title for yourself, but a good label for the pieces. It clearly tells readers what they’re getting.

---

b)  Why “ghostwriter” still works

Your instinct is sound because:

• You’re writing in his voice, not yours

• You’re constrained by known facts and context

• You’re not claiming he actually said these words

It’s almost like you’re giving him a chance to testify, based on the record he left behind.

---

A small but important guardrail

The only caution I’d add—very much in keeping with your careful approach—is this:

Pair the idea of “ghostwriting” with transparency.

For example, a simple note like:

“This narrative is a historically informed reconstruction based on documented facts and context. The words are imagined, but the circumstances are grounded in evidence.”

That keeps your integrity intact while still allowing the story to breathe.

---

c)  A traditional perspective you might appreciate

In earlier generations, family historians often wrote “reminiscences” or “sketches” of ancestors—sometimes even in first person—especially when preserving stories for children and grandchildren. They understood, as you do, that facts alone don’t carry memory forward.

You’re really doing the same thing—just with better tools and a bit more discipline.

---

If you want, I can help you settle on a consistent label and format you could use across all your ancestor narratives so future readers immediately understand what they’re reading.

=================================

3)  Let's stop here for now. I hope that this will result in honest discussions about this issue and not devolve into rancor and division. I think it needs to be discussed.

4)  My understanding is that OpenAI ChatGPT5 and most other large language models try to be positive and support the information presented to them as a prompt or opinion.  Do you think ChatGPT5 is trying to fool me with these responses?

==============================================

Links to my blog posts about using Artificial Intelligence are on my Randy's AI and Genealogy page. Links to AI information and articles about Artificial Intelligence in Genealogy by other genealogists are on my AI and Genealogy Compendium page.

The URL for this post is:  https://www.geneamusings.com/2026/04/ask-ai-am-i-wrong-to-write-historical.html

Copyright (c) 2026, Randall J. Seaver

Please comment on this post on the website by clicking the URL above and then the "Comments" link at the bottom of each post.  Share it on Twitter, Facebook, or Pinterest using the icons below.  Or contact me by email at randy.seaver@gmail.com. Note that all comments are moderated, and may not appear immediately.

Subscribe to receive a free daily email from Genea-Musings using www.Blogtrottr.com.

ABC Biography of the Burgess and Jerusha (--?--) Metcalf Family of New England

 Using the ABC method described in Using Artificial Intelligence In the Ancestor Biography Creation (ABC) Process, enhanced by further developments, here is another ancestor couple biography using the Anthropic Claude Sonnet 4.6 AI tool.

1) The genealogical sketch for the family of my 5th great-grandparents Burgess and Jerusha (--?--) Metcalf, including family members, record abstracts and sources, is in Genealogical Sketch of the Burgess and Jerusha (--?--) Metcalf Family of Massachusetts and New Hampshire.

(AI NotebookLM Infographic - Burgess Metcalf family story)

2) For the Claude AI biography, I attached a PDF of the genealogical sketch for the specific ancestors using the plus (+) icon, and then prompted the AI tool with:  "You are an expert genealogist and family historian. Please create a biography based on information in the attached file for the Burgess and Jerusha (--?--) Metcalf family. Include parents, siblings, spouses and children (with birth and death dates and places). Summarize life events, add historical events as appropriate, but do not add or embellish any extra genealogical details. Use section headings. Expand the information in each section to add more details. The tone should be engaging and suitable for family members."

3)  The Anthropic Claude Sonnet 4.6 biography (lightly edited for accuracy) is: 

The Story of Burgess & Jerusha Metcalf

A Family History of Massachusetts and New Hampshire

1741 – 1817

Burgess Metcalf: A New England Beginning

Our story begins on a late August day in 1741, when Burgess Metcalf came into the world in the small town of Medway, Suffolk County, Massachusetts Bay Colony — born on August 28th to Michael Metcalf and his wife Melatiah (Hamant) Metcalf. He was the fourth son and seventh of eight children in a busy household, so young Burgess would have grown up surrounded by siblings, chores, and the rhythms of colonial New England life.

His parents, Michael (1706–1771) and Melatiah (1704–1751), had married in Medway in 1728 and built a family there over the following two decades. Melatiah passed away in 1751, when Burgess was only about ten years old — a loss that no doubt shaped the family's early years together.
His Parents & Siblings

Burgess grew up alongside seven brothers and sisters. Here is the full family:

• Oliver Metcalf (b. 6 June 1729, Medway) — married Sarah Hammond, 16 October 1759, in Keene, NH; died 29 March 1797, Keene, NH
• Michael Metcalf (b. 5 December 1730, Medway) — married Sarah Allen, February 1753; later married Hannah ~1757; died 16 August 1777 at the Battle of Bennington, Vermont
• Melatiah Metcalf (b. 1 August 1732, Medway) — married Jonah French in 1750 in Keene, NH; died 19 April 1766, Keene, NH
• Amity Metcalf (b. 2 February 1734, Medway) — no further record found
• Abijah Metcalf (b. 2 July 1735, Medway) — married Mercy Ellis, 1763, Keene, NH; died 3 September 1815, Keene, NH
• Sarah Metcalf (b. 22 January 1737, Medway) — married Amos Davis Jr., 14 April 1757, Chesterfield, NH; died 11 February 1812, Addison, Vermont
• Burgess Metcalf (b. 28 August 1741, Medway) — our subject
• Silas Metcalf (b. 8 October 1745, Rutland, Worcester, MA) — no further record found

When Burgess was around nine years old, the whole Metcalf family pulled up roots and relocated north to Keene, Cheshire County, New Hampshire Colony, around 1750. This move — likely in search of better farmland or opportunity — would set the stage for the rest of Burgess's life in northern New England. It was in Keene where he would have grown to adulthood and eventually met the woman he would marry.

Jerusha: The Mystery Behind the Name

Jerusha — the woman who would become Burgess's wife and the mother of his ten children — is, in many ways, a figure shrouded in mystery. She was born around 1750, probably somewhere in Massachusetts Bay Colony or New Hampshire Colony, but her exact birthdate, birthplace, and maiden surname have not been confirmed by records.

Some family researchers have suggested her maiden surname was Chandler — possibly inspired by the name given to her youngest son, Chandler Metcalf, born in 1798. But as far as records show, that connection remains unproven. It's a common practice in genealogy to give children surnames as first names to honor the mother's family, so the theory is plausible — just not yet documented.

Whatever her origins, Jerusha was a woman of quiet endurance. She raised ten children in the rugged hill country of New Hampshire, outlived her husband by less than a year, and left behind a legacy that carries through hundreds of descendants today.

Building a Life Together in Piermont

Burgess and Jerusha were married before 1770, most likely in Keene, New Hampshire Colony. Their first child, Ephraim, was born around 1770, suggesting the wedding took place sometime in the late 1760s. Within a few years, Burgess was on the move again — this time heading further north.

In August 1773, Burgess purchased Lot 9 in Range 1 in the newly settled town of Piermont, Grafton County, New Hampshire from Richard Jenness of Rye, NH, paying 70 pounds for the land along what is now River Road. This acquisition planted the Metcalf family firmly in Piermont, where they would remain for generations.

Life on the frontier of New Hampshire was not easy. Piermont was a young, still-developing community, and families like the Metcalfs were the ones doing the developing. Burgess cleared land, farmed, raised livestock, participated in local governance, and helped build the community church. The 1801 tax records show him with cows, calves, and acreage in tillage, mowing, and pasture — a working farm by any measure.

Burgess in the Revolutionary War

One of the most remarkable chapters in Burgess Metcalf's life was his service in the American Revolutionary War. He was commissioned as an Ensign in the 5th Company of the 12th New Hampshire Regiment on September 5, 1775 — just months after the war's opening shots at Lexington and Concord.

He served again from September 25 to October 26, 1777, during a pivotal moment in the war. That October, he was present at the surrender of General Burgoyne at Saratoga, New York — one of the war's most decisive American victories and the event that helped convince France to enter the war on the American side. It was a historic moment, and Burgess Metcalf was there to witness it firsthand.

His gravestone, in fact, honors his military service, inscribing him as "Ensign Burgess Medcalf" — a title he clearly wore with pride.

Active in the Community

Burgess was not a man content to stay in the background. Town records from Piermont show him repeatedly called upon for public duties over the years:

• 1776: Enumerated in the New Hampshire State Census in Piermont
• 1789: Chosen as Surveyor of Highways
• 1794: Named as a Petit Juror
• 1797: Named to a committee to set school land boundaries; also served as Moderator and Grand Juror
• 1803: Listed as a founding member of Piermont's new Congregational Church

His involvement with the Congregational Church was a family affair. As early as 1779, Burgess signed a pledge to financially support the Gospel in Piermont. His son John later served as a deacon of the same church — a clear sign of the family's deep roots in the community's spiritual life.

Their Ten Children

Burgess and Jerusha had a large family — ten children born between about 1770 and 1798. The first few were born while the family was still getting settled, and the last seven came after they established themselves in Piermont:

• Ephraim Metcalf (b. ~1770, Westmoreland, NH) — married Martha ~1791 in Piermont; 2 children; died 8 April 1858, Newbury, Orange, Vermont
• Samuel Metcalf (b. ~1771, Grafton County, NH) — no further record found
• Burgess Metcalf Jr. (b. 8 August 1772, Canaan, NH) — married (1) Elizabeth Wait, 28 December 1802; (2) Rachel Taplin, 16 March 1826; 9 children total; died 19 December 1831, Piermont, NH
• Sally Metcalf (b. ~1774, Piermont, NH) — married Edward Chapman, 15 July 1794, Haverhill, NH; 1 child
• Cyrus Metcalf (b. 1776, Piermont, NH) — married Lydia A. Root, 1798, Piermont; 9 children; died 3 March 1843, Irasburg, Orleans, Vermont
• Meletiah Metcalf (b. 4 April 1779, Piermont, NH) — married Salmon Niles, 16 December 1797, Piermont; 13 children; died 13 July 1838, Haverhill, NH
• Mary "Polly" Metcalf (b. ~1780, Piermont, NH) — married Amos Underhill, 25 March 1801, Piermont; 5 children; died 15 October 1855, Aurora, Erie, New York
• Joseph Metcalf (b. 1781, Piermont, NH) — died young, 10 March 1796, Piermont, NH, at about age 15
• Jerusha Metcalf (b. 1789, Piermont, NH) — married John Bickford, 4 June 1807, Piermont; 12 children; died 22 December 1864, Troy, Orleans, Vermont
• Chandler Metcalf (b. 7 April 1798, Piermont, NH) — married Letitia Olmstead, 17 December 1826, Hanover, NH; 2 children; died 8 June 1842, Haverhill, NH

The 1790 census recorded Burgess's household with 4 males over 16, 3 males under 16, and 7 females — a full and lively house. By 1800, the household had thinned somewhat as older children married and moved on, but young Chandler (their last child, born in 1798) and daughter Jerusha were still home.

Passing the Farm to the Next Generation

In August 1798, Burgess Jr. executed a notable legal arrangement: he leased back the family's Piermont land — including two house lots and two meadow lots — to his aging parents, Burgess Sr. and Jerusha, for the remainder of their natural lives. In exchange, Burgess Sr. paid his son $500.

The document, recorded in Grafton County deeds in 1812, is a touching piece of family history. It guaranteed that Burgess and Jerusha could live on and work "said lands as he or she shall chuse without any Let hindrance or Molestation" for as long as they lived. It was a formal way of ensuring the elder Metcalfs were taken care of in their old age.

The Final Years

Burgess Metcalf died on September 26, 1816 in Piermont, New Hampshire, at the age of 74 — a long life for the era, and one well-lived. His gravestone at River Road Cemetery in Bradford, New Hampshire bears the inscription:

"In Memory of / Ensign / Burgess Medcalf / who died Sept 20, 1816 / aged 74 years"

Jerusha survived her husband by less than a year. She passed away on June 9, 1817, at the age of 67, in Piermont. She was laid to rest beside Burgess at River Road Cemetery, her gravestone reading:

"In memory of / Mrs. / Jerusha Medcalf / who died June / 9 1817 aged / 67 years"

No probate records have been found for either Burgess or Jerusha in Grafton County — not unusual for a family that had already arranged the transfer of property to their children during their lifetimes.

Their Legacy

Burgess and Jerusha Metcalf were, in every sense, foundational figures. They were among the early settlers of Piermont, New Hampshire — a town that barely existed when they arrived in 1773. Over the following four decades, they helped shape it: farming its land, serving in its government, worshipping in its church, and raising a family of ten children who spread across New England and beyond.

Their children and grandchildren carried the Metcalf name (and the lines of their daughters' married names) into Vermont, New York, and further afield. The numbers alone tell the story: among their ten children, at least eight went on to have children of their own, producing over fifty  grandchildren for Burgess and Jerusha.

And then there's the legacy of service. Burgess stood shoulder-to-shoulder with his fellow colonists during the Revolution, was present at one of its pivotal moments — the surrender of Burgoyne at Saratoga — and came home to build something lasting in the hills of New Hampshire. That's a story worth remembering.

========================================

4) An Audio Overview (essentially a podcast) created by the Google NotebookLM AI tool) describing and celebrating the lives of Burgess and Jerusha (--?--) Metcalf can be heard here (click on "Audio Overview" and wait for it to load).

5)  The Video Overview discussing the Burgess and Jerusha (--?--) Metcalf family created by the Google NotebookLM AI tool is:  

6)  The Slide Deck produced by Google NotebookLM was incorporated into a Google Slides file, and the created Google Vids presentation is below:  

7)  I edited the Claude biography text to correct minor inconsistencies and errors. Every large language model (LLM) AI tool writes descriptive text much better than I can write. I was an aerospace engineer in my former life, and my research reports and genealogical sketches reflect "just the facts gleaned from my research." The AI tools are very perceptive, insightful and create readable text in seconds, including local and national historical events and social history detail when requested.

==============================================

Links to my blog posts about using Artificial Intelligence are on my Randy's AI and Genealogy page. Links to AI information and articles about Artificial Intelligence in Genealogy by other genealogists are on my AI and Genealogy Compendium page.

The URL for this post is:  https://www.geneamusings.com/2026/04/abc-biography-of-burgess-and-jerusha.html

Copyright (c) 2026, Randall J. Seaver

Please comment on this post on the website by clicking the URL above and then the "Comments" link at the bottom of each post.  Share it on Twitter, Facebook, or Pinterest using the icons below.  Or contact me by email at randy.seaver@gmail.com. Note that all comments are moderated, and may not appear immediately.

Subscribe to receive a free daily email from Genea-Musings using www.Blogtrottr.com.