Triple
T15974412
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | John Francis Welch Jr. |
E387406
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Jane Beasley Welch
Jane Beasley Welch is best known as the wife of former General Electric CEO John Francis "Jack" Welch Jr.
|
E1231700
|
NE FINISHED |
How this triple was built (4 steps)
Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.
NER
Named-entity recognition
gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Jane Beasley Welch | Statement: [John Francis Welch Jr., spouse, Jane Beasley Welch]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Jane Beasley Welch Context triple: [John Francis Welch Jr., spouse, Jane Beasley Welch]
-
A.
Myra Gale Brown
Myra Gale Brown is best known as the child bride and cousin of rock and roll musician Jerry Lee Lewis, whose controversial marriage to her at age 13 sparked a major scandal that damaged his career.
-
B.
Alice S. Fisher
Alice S. Fisher is an American lawyer who served as a senior U.S. Department of Justice official overseeing federal criminal prosecutions during the George W. Bush administration.
-
C.
Cornelia Washburn
Cornelia Washburn was the wife of Lyman J. Gage, a prominent American financier and U.S. Secretary of the Treasury at the turn of the 20th century.
-
D.
Mary Gibbs Jones
Mary Gibbs Jones was an American philanthropist and civic leader best known for her charitable work in Houston and her role in establishing the Houston Endowment with her husband, Jesse H. Jones.
-
E.
Elizabeth H. Moore
Elizabeth H. Moore is known primarily as the wife of Robert Patterson.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Jane Beasley Welch Triple: [John Francis Welch Jr., spouse, Jane Beasley Welch]
Generated description
Jane Beasley Welch is best known as the wife of former General Electric CEO John Francis "Jack" Welch Jr.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Jane Beasley Welch Target entity description: Jane Beasley Welch is best known as the wife of former General Electric CEO John Francis "Jack" Welch Jr.
-
A.
Myra Gale Brown
Myra Gale Brown is best known as the child bride and cousin of rock and roll musician Jerry Lee Lewis, whose controversial marriage to her at age 13 sparked a major scandal that damaged his career.
-
B.
Alice S. Fisher
Alice S. Fisher is an American lawyer who served as a senior U.S. Department of Justice official overseeing federal criminal prosecutions during the George W. Bush administration.
-
C.
Cornelia Washburn
Cornelia Washburn was the wife of Lyman J. Gage, a prominent American financier and U.S. Secretary of the Treasury at the turn of the 20th century.
-
D.
Mary Gibbs Jones
Mary Gibbs Jones was an American philanthropist and civic leader best known for her charitable work in Houston and her role in establishing the Houston Endowment with her husband, Jesse H. Jones.
-
E.
Elizabeth H. Moore
Elizabeth H. Moore is known primarily as the wife of Robert Patterson.
- F. None of above. chosen
Provenance (5 batches)
The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.
| Step | Stage | Batch ID | Status | When |
|---|---|---|---|---|
| creating | Elicitation | batch_69d86da94ccc819083d187f5dc6a123e |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e1572b667c8190b28d0556e45422bb |
completed | April 16, 2026, 9:39 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a00a502c82881908d5b6f7c23e8a403 |
completed | May 10, 2026, 3:32 p.m. |
| NEDg | Description generation | batch_6a00a5b3ce848190a73f06d9708bfc85 |
completed | May 10, 2026, 3:35 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a00a6734d008190bb0a5aa28826e73a |
completed | May 10, 2026, 3:38 p.m. |
Created at: April 10, 2026, 4:54 a.m.