Triple
T11994073
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Stephen E. Ambrose |
E285482
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Judith Dorlester Ambrose
Judith Dorlester Ambrose is best known as the wife of American historian and author Stephen E. Ambrose.
|
E959289
|
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: Judith Dorlester Ambrose | Statement: [Stephen E. Ambrose, spouse, Judith Dorlester Ambrose]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Judith Dorlester Ambrose Context triple: [Stephen E. Ambrose, spouse, Judith Dorlester Ambrose]
-
A.
Judith Jasmin
Judith Jasmin was a pioneering Québécoise journalist and broadcaster, widely regarded as one of the most important figures in the history of journalism in Quebec.
-
B.
Judith Noel
Judith Noel was an English aristocrat and heiress of the Noel family, notable as the mother of Annabella Milbanke, the wife of poet Lord Byron.
-
C.
Judith Faulkner
Judith Faulkner is an American billionaire businesswoman and software engineer best known as the founder and longtime CEO of Epic Systems, one of the largest healthcare software companies in the world.
-
D.
Rachel Blyth Lorimer
Rachel Blyth Lorimer was the wife of American editor and author George Horace Lorimer, noted primarily in historical records for her connection to his life and career.
-
E.
Judith Harper
Judith Harper is a character on the sitcom "Two and a Half Men," known as Alan Harper’s ex-wife and the often antagonistic mother of their son, Jake.
- 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: Judith Dorlester Ambrose Triple: [Stephen E. Ambrose, spouse, Judith Dorlester Ambrose]
Generated description
Judith Dorlester Ambrose is best known as the wife of American historian and author Stephen E. Ambrose.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Judith Dorlester Ambrose Target entity description: Judith Dorlester Ambrose is best known as the wife of American historian and author Stephen E. Ambrose.
-
A.
Judith Jasmin
Judith Jasmin was a pioneering Québécoise journalist and broadcaster, widely regarded as one of the most important figures in the history of journalism in Quebec.
-
B.
Judith Noel
Judith Noel was an English aristocrat and heiress of the Noel family, notable as the mother of Annabella Milbanke, the wife of poet Lord Byron.
-
C.
Judith Faulkner
Judith Faulkner is an American billionaire businesswoman and software engineer best known as the founder and longtime CEO of Epic Systems, one of the largest healthcare software companies in the world.
-
D.
Rachel Blyth Lorimer
Rachel Blyth Lorimer was the wife of American editor and author George Horace Lorimer, noted primarily in historical records for her connection to his life and career.
-
E.
Judith Harper
Judith Harper is a character on the sitcom "Two and a Half Men," known as Alan Harper’s ex-wife and the often antagonistic mother of their son, Jake.
- 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_69d6ab44a77c8190a652f4b27164e4ef |
completed | April 8, 2026, 7:23 p.m. |
| NER | Named-entity recognition | batch_69d903b211688190bfe6dd15c3f96d2f |
completed | April 10, 2026, 2:05 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f48ad06350819094180403858db172 |
completed | May 1, 2026, 11:13 a.m. |
| NEDg | Description generation | batch_69f48df7790c8190a8e79466f032e86d |
completed | May 1, 2026, 11:26 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f490dfe4e4819092d7494ba9b807db |
completed | May 1, 2026, 11:39 a.m. |
Created at: April 8, 2026, 9:46 p.m.