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Sunday, April 5, 2026

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:

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

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.

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

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