Triple

T1754446
Position Surface form Disambiguated ID Type / Status
Subject Irving Fisher E38518 entity
Predicate spouse P13 FINISHED
Object Margaret Hazard
Margaret Hazard was the wife of influential American economist Irving Fisher and a member of the prominent Hazard family of Rhode Island industrialists and philanthropists.
E326223 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 Hazard | Statement: [Irving Fisher, spouse, Margaret Hazard]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Margaret Hazard
Context triple: [Irving Fisher, spouse, Margaret Hazard]
  • A. Mildred McLean Hazen
    Mildred McLean Hazen was an American socialite and Washington, D.C. hostess best known as the wife of Admiral George Dewey.
  • B. Margaret Marian Pollard
    Margaret Marian Pollard was the mother of Spiro Agnew, the 39th vice president of the United States.
  • C. Margaret Gibson
    Margaret Gibson was the wife of American actor Noah Beery, associated with the early Hollywood film era.
  • D. Marjorie Hood
    Marjorie Hood was the first wife of American lyricist and playwright Alan Jay Lerner, known for her marriage to the celebrated Broadway writer.
  • E. Margaret Bremond Rice
    Margaret Bremond Rice was the wife of American businessman and philanthropist William Marsh Rice, founder of Rice University.
  • 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 Hazard
Triple: [Irving Fisher, spouse, Margaret Hazard]
Generated description
Margaret Hazard was the wife of influential American economist Irving Fisher and a member of the prominent Hazard family of Rhode Island industrialists and philanthropists.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Margaret Hazard
Target entity description: Margaret Hazard was the wife of influential American economist Irving Fisher and a member of the prominent Hazard family of Rhode Island industrialists and philanthropists.
  • A. Mildred McLean Hazen
    Mildred McLean Hazen was an American socialite and Washington, D.C. hostess best known as the wife of Admiral George Dewey.
  • B. Margaret Marian Pollard
    Margaret Marian Pollard was the mother of Spiro Agnew, the 39th vice president of the United States.
  • C. Margaret Gibson
    Margaret Gibson was the wife of American actor Noah Beery, associated with the early Hollywood film era.
  • D. Marjorie Hood
    Marjorie Hood was the first wife of American lyricist and playwright Alan Jay Lerner, known for her marriage to the celebrated Broadway writer.
  • E. Margaret Bremond Rice
    Margaret Bremond Rice was the wife of American businessman and philanthropist William Marsh Rice, founder of Rice University.
  • 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_69a8862bdb2081908aefe831c8aa8017 completed March 4, 2026, 7:21 p.m.
NER Named-entity recognition batch_69aa641841748190ad05cac4a27cced9 completed March 6, 2026, 5:20 a.m.
NED1 Entity disambiguation (via context triple) batch_69b20312b56081908ec4aba034592402 completed March 12, 2026, 12:04 a.m.
NEDg Description generation batch_69b20420e7448190b04b68dcb2552a4f completed March 12, 2026, 12:09 a.m.
NED2 Entity disambiguation (via description) batch_69b2048310bc8190af647c4f7773815a completed March 12, 2026, 12:10 a.m.
Created at: March 4, 2026, 7:31 p.m.