Triple

T14143648
Position Surface form Disambiguated ID Type / Status
Subject G. D. H. Cole E350487 entity
Predicate spouse P13 FINISHED
Object Margaret Cole
Margaret Cole was a British socialist politician, writer, and educationalist known for her influential partnership with her husband G. D. H. Cole in the Fabian Society and the cooperative movement.
E1081450 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 Cole | Statement: [G. D. H. Cole, spouse, Margaret Cole]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Margaret Cole
Context triple: [G. D. H. Cole, spouse, Margaret Cole]
  • A. Margaret Talkington
    Margaret Talkington was a philanthropist and benefactor whose support is commemorated through the naming of the J.T. & Margaret Talkington College of Visual & Performing Arts.
  • B. Margaret Coventry
    Margaret Coventry was an English noblewoman of the 17th century, best known as the wife of Anthony Ashley-Cooper, 1st Earl of Shaftesbury, a prominent statesman and political philosopher.
  • C. Margaret Bickerton
    Margaret Bickerton was the wife of William Bickerton, the founder of the Church of Jesus Christ (Bickertonite), and a member of the early Latter Day Saint movement community associated with him.
  • D. Margaret Booth
    Margaret Booth was a pioneering American film editor and longtime MGM supervising editor whose career spanned the silent era through Hollywood’s Golden Age.
  • E. Mary Hudson
    Mary Hudson is an American Christian pastor and author best known as the mother of pop singer Katy Perry.
  • 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 Cole
Triple: [G. D. H. Cole, spouse, Margaret Cole]
Generated description
Margaret Cole was a British socialist politician, writer, and educationalist known for her influential partnership with her husband G. D. H. Cole in the Fabian Society and the cooperative movement.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Margaret Cole
Target entity description: Margaret Cole was a British socialist politician, writer, and educationalist known for her influential partnership with her husband G. D. H. Cole in the Fabian Society and the cooperative movement.
  • A. Margaret Talkington
    Margaret Talkington was a philanthropist and benefactor whose support is commemorated through the naming of the J.T. & Margaret Talkington College of Visual & Performing Arts.
  • B. Margaret Coventry
    Margaret Coventry was an English noblewoman of the 17th century, best known as the wife of Anthony Ashley-Cooper, 1st Earl of Shaftesbury, a prominent statesman and political philosopher.
  • C. Margaret Bickerton
    Margaret Bickerton was the wife of William Bickerton, the founder of the Church of Jesus Christ (Bickertonite), and a member of the early Latter Day Saint movement community associated with him.
  • D. Margaret Booth
    Margaret Booth was a pioneering American film editor and longtime MGM supervising editor whose career spanned the silent era through Hollywood’s Golden Age.
  • E. Mary Hudson
    Mary Hudson is an American Christian pastor and author best known as the mother of pop singer Katy Perry.
  • 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_69d827865f608190b311820428ae027b completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de61214de081909a5186ff11336f97 completed April 14, 2026, 3:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69fcdf1b8508819096d4f5cf1456edca completed May 7, 2026, 6:51 p.m.
NEDg Description generation batch_69fce14c1a488190beb5e3c08e987909 completed May 7, 2026, 7 p.m.
NED2 Entity disambiguation (via description) batch_69fce1a848f081909d96849a14230be1 completed May 7, 2026, 7:02 p.m.
Created at: April 10, 2026, 12:52 a.m.