Triple

T5252366
Position Surface form Disambiguated ID Type / Status
Subject Thomas Hutchinson E118617 entity
Predicate spouse P13 FINISHED
Object Margaret Sanford
Margaret Sanford was the wife of Thomas Hutchinson, the last civilian royal governor of the Province of Massachusetts Bay before the American Revolution.
E514425 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 Sanford | Statement: [Thomas Hutchinson, spouse, Margaret Sanford]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Margaret Sanford
Context triple: [Thomas Hutchinson, spouse, Margaret Sanford]
  • A. Margaret Alexander
    Margaret Alexander is the devout, domineering pastor and central figure in James Baldwin’s play *The Amen Corner*, whose personal struggles and family conflicts drive the drama’s exploration of faith and hypocrisy.
  • B. Margaret Gibson
    Margaret Gibson was the wife of American actor Noah Beery, associated with the early Hollywood film era.
  • C. Margaret Kelly
    Margaret Kelly is an American artist and the first wife of actor and comedian Bill Murray, to whom she was married from 1981 to 1996.
  • D. Margaret Penn
    Margaret Penn was a 17th-century Englishwoman best known as the daughter of Admiral Sir William Penn and sister of William Penn, the founder of Pennsylvania.
  • E. Margaret Haley
    Margaret Haley was an influential American educator and labor activist who championed teachers' rights and helped pioneer the modern teachers' union movement.
  • 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 Sanford
Triple: [Thomas Hutchinson, spouse, Margaret Sanford]
Generated description
Margaret Sanford was the wife of Thomas Hutchinson, the last civilian royal governor of the Province of Massachusetts Bay before the American Revolution.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Margaret Sanford
Target entity description: Margaret Sanford was the wife of Thomas Hutchinson, the last civilian royal governor of the Province of Massachusetts Bay before the American Revolution.
  • A. Margaret Alexander
    Margaret Alexander is the devout, domineering pastor and central figure in James Baldwin’s play *The Amen Corner*, whose personal struggles and family conflicts drive the drama’s exploration of faith and hypocrisy.
  • B. Margaret Gibson
    Margaret Gibson was the wife of American actor Noah Beery, associated with the early Hollywood film era.
  • C. Margaret Kelly
    Margaret Kelly is an American artist and the first wife of actor and comedian Bill Murray, to whom she was married from 1981 to 1996.
  • D. Margaret Penn
    Margaret Penn was a 17th-century Englishwoman best known as the daughter of Admiral Sir William Penn and sister of William Penn, the founder of Pennsylvania.
  • E. Margaret Haley
    Margaret Haley was an influential American educator and labor activist who championed teachers' rights and helped pioneer the modern teachers' union movement.
  • 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_69bd446978108190bb5f9c5c23d93f88 completed March 20, 2026, 12:58 p.m.
NER Named-entity recognition batch_69bd7b7cd7f4819098e591df07564a52 completed March 20, 2026, 4:53 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf21ab5bc481909a8f2f5d1aaeb111 completed March 21, 2026, 10:54 p.m.
NEDg Description generation batch_69bf23fb1ce48190877eb58730d82b62 completed March 21, 2026, 11:04 p.m.
NED2 Entity disambiguation (via description) batch_69bf245092b48190904e1a7b1e5923af completed March 21, 2026, 11:05 p.m.
Created at: March 20, 2026, 1:50 p.m.