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.