Triple

T3471714
Position Surface form Disambiguated ID Type / Status
Subject Isabella Beecher Hooker E73275 entity
Predicate spouse P13 FINISHED
Object John Hooker
John Hooker was a 19th-century American lawyer and abolitionist closely associated with the prominent Beecher family through his marriage to women's rights advocate Isabella Beecher Hooker.
E361388 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: John Hooker | Statement: [Isabella Beecher Hooker, spouse, John Hooker]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: John Hooker
Context triple: [Isabella Beecher Hooker, spouse, John Hooker]
  • A. Hugh Williamson
    Hugh Williamson was an American Founding Father, physician, and statesman who represented North Carolina at the Constitutional Convention and signed the U.S. Constitution.
  • B. John McLean
    John McLean was a 19th-century U.S. Supreme Court justice known for his independent jurisprudence, including notable opinions on federal authority and Native American rights.
  • C. John McLean
    John McLean was a prominent early 19th-century Boston merchant and philanthropist whose bequest helped establish the psychiatric institution later named McLean Hospital in his honor.
  • D. John Greenwood
    John Greenwood was a prominent 16th-century English Separatist leader and clergyman who advocated for congregational independence from the Church of England and was executed for his nonconformist religious views.
  • E. Brian Hayward
    Brian Hayward is a former professional ice hockey goaltender and longtime NHL television analyst best known for his years with the Montreal Canadiens and his broadcasting work with the Anaheim Ducks.
  • 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: John Hooker
Triple: [Isabella Beecher Hooker, spouse, John Hooker]
Generated description
John Hooker was a 19th-century American lawyer and abolitionist closely associated with the prominent Beecher family through his marriage to women's rights advocate Isabella Beecher Hooker.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: John Hooker
Target entity description: John Hooker was a 19th-century American lawyer and abolitionist closely associated with the prominent Beecher family through his marriage to women's rights advocate Isabella Beecher Hooker.
  • A. Hugh Williamson
    Hugh Williamson was an American Founding Father, physician, and statesman who represented North Carolina at the Constitutional Convention and signed the U.S. Constitution.
  • B. John McLean
    John McLean was a 19th-century U.S. Supreme Court justice known for his independent jurisprudence, including notable opinions on federal authority and Native American rights.
  • C. John McLean
    John McLean was a prominent early 19th-century Boston merchant and philanthropist whose bequest helped establish the psychiatric institution later named McLean Hospital in his honor.
  • D. John Greenwood
    John Greenwood was a prominent 16th-century English Separatist leader and clergyman who advocated for congregational independence from the Church of England and was executed for his nonconformist religious views.
  • E. Brian Hayward
    Brian Hayward is a former professional ice hockey goaltender and longtime NHL television analyst best known for his years with the Montreal Canadiens and his broadcasting work with the Anaheim Ducks.
  • 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_69ad85b2fed48190948c8765e453d270 completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adbb3af0cc81909e575828caeaeae0 completed March 8, 2026, 6:08 p.m.
NED1 Entity disambiguation (via context triple) batch_69b36810958c81908982e0ef996dc480 completed March 13, 2026, 1:27 a.m.
NEDg Description generation batch_69b368b4e504819094ca0adbdbe7bfd9 completed March 13, 2026, 1:30 a.m.
NED2 Entity disambiguation (via description) batch_69b3693a8d6481909dadce4ac6109ff3 completed March 13, 2026, 1:32 a.m.
Created at: March 8, 2026, 3:17 p.m.