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!

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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.

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