Triple

T7674956
Position Surface form Disambiguated ID Type / Status
Subject A. J. P. Taylor E173837 entity
Predicate spouse P13 FINISHED
Object Margaret Adams
Margaret Adams was the wife of British historian A. J. P. Taylor and a figure connected to mid-20th-century British intellectual and academic circles.
 E688524 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: Margaret Adams | Statement: [A. J. P. Taylor, spouse, Margaret Adams]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Margaret Adams
Context triple: [A. J. P. Taylor, spouse, Margaret Adams]
  • A. Margaret Avery
    Margaret Avery is an American actress best known for her Academy Award–nominated performance as Shug Avery in the film adaptation of "The Color Purple."
  • B. Margaret Ellen
    Margaret Ellen is the birth name of Peggy Noonan, the American author, columnist, and former speechwriter for President Ronald Reagan.
  • C. Mabel McVey
    Mabel McVey is a British-Swedish pop and R&B singer and songwriter known for hits like "Don't Call Me Up" and "Mad Love."
  • D. Joan Adams
    Joan Adams, better known as Joan Mondale, was an American arts advocate and the wife of former U.S. Vice President Walter Mondale.
  • E. Martha Huggins
    Martha Huggins is an actress best known for her role in the classic film "The Ghost and Mrs. Muir."
  • 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: Margaret Adams
Triple: [A. J. P. Taylor, spouse, Margaret Adams]
Generated description
Margaret Adams was the wife of British historian A. J. P. Taylor and a figure connected to mid-20th-century British intellectual and academic circles.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Margaret Adams
Target entity description: Margaret Adams was the wife of British historian A. J. P. Taylor and a figure connected to mid-20th-century British intellectual and academic circles.
  • A. Margaret Avery
    Margaret Avery is an American actress best known for her Academy Award–nominated performance as Shug Avery in the film adaptation of "The Color Purple."
  • B. Margaret Ellen
    Margaret Ellen is the birth name of Peggy Noonan, the American author, columnist, and former speechwriter for President Ronald Reagan.
  • C. Mabel McVey
    Mabel McVey is a British-Swedish pop and R&B singer and songwriter known for hits like "Don't Call Me Up" and "Mad Love."
  • D. Joan Adams
    Joan Adams, better known as Joan Mondale, was an American arts advocate and the wife of former U.S. Vice President Walter Mondale.
  • E. Martha Huggins
    Martha Huggins is an actress best known for her role in the classic film "The Ghost and Mrs. Muir."
  • 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_69c6995703e0819081de77361b602e78 completed March 27, 2026, 2:51 p.m.
NER Named-entity recognition batch_69c701e1e530819086f49f63ba0b7b42 completed March 27, 2026, 10:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69c8dea25d2081908ebbf2bb5f94b7d6 completed March 29, 2026, 8:11 a.m.
NEDg Description generation batch_69c8df209c688190af2e7d842d8abbdd completed March 29, 2026, 8:13 a.m.
NED2 Entity disambiguation (via description) batch_69c8dfa7eb9881909e595389bec8436e completed March 29, 2026, 8:15 a.m.
Created at: March 27, 2026, 4:01 p.m.