Triple

T3530665
Position Surface form Disambiguated ID Type / Status
Subject John Michael Bishop E74650 entity
Predicate spouse P13 FINISHED
Object Carole Bishop
Carole Bishop is known as the spouse of Nobel Prize–winning American cancer researcher and virologist John Michael Bishop.
 E509249 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: Carole Bishop | Statement: [John Michael Bishop, spouse, Carole Bishop]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Carole Bishop
Context triple: [John Michael Bishop, spouse, Carole Bishop]
  • A. Linda Banwell
    Linda Banwell is best known as the wife of the late English actor and director Bob Hoskins.
  • B. Carole Winter
    Carole Winter is a British television and film producer best known as one of the founding partners of the production company Neal Street Productions.
  • C. Maureen Cox
    Maureen Cox was a British hairdresser best known as the first wife of Beatles drummer Ringo Starr.
  • D. Maureen Swanson
    Maureen Swanson was a British actress active in the 1950s, known for her roles in comedy and drama films before later becoming the Countess of Dudley.
  • E. Carole Eastman
    Carole Eastman was an American screenwriter best known for her incisive character-driven work in 1970s New Hollywood cinema, including the film "Five Easy Pieces."
  • 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: Carole Bishop
Triple: [John Michael Bishop, spouse, Carole Bishop]
Generated description
Carole Bishop is known as the spouse of Nobel Prize–winning American cancer researcher and virologist John Michael Bishop.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Carole Bishop
Target entity description: Carole Bishop is known as the spouse of Nobel Prize–winning American cancer researcher and virologist John Michael Bishop.
  • A. Linda Banwell
    Linda Banwell is best known as the wife of the late English actor and director Bob Hoskins.
  • B. Carole Winter
    Carole Winter is a British television and film producer best known as one of the founding partners of the production company Neal Street Productions.
  • C. Maureen Cox
    Maureen Cox was a British hairdresser best known as the first wife of Beatles drummer Ringo Starr.
  • D. Maureen Swanson
    Maureen Swanson was a British actress active in the 1950s, known for her roles in comedy and drama films before later becoming the Countess of Dudley.
  • E. Carole Eastman
    Carole Eastman was an American screenwriter best known for her incisive character-driven work in 1970s New Hollywood cinema, including the film "Five Easy Pieces."
  • 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_69ad85d1a3948190931fd1ea1f49717b completed March 8, 2026, 2:21 p.m.
NER Named-entity recognition batch_69adbc988ee081909c6b9d5eed0d2d6d completed March 8, 2026, 6:14 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf06886d748190b346a1f4cc2b6f10 completed March 21, 2026, 8:58 p.m.
NEDg Description generation batch_69bf09e14dac8190b71f77c74463ba35 completed March 21, 2026, 9:13 p.m.
NED2 Entity disambiguation (via description) batch_69bf0a31e2f881909fd9baa9a28ae343 completed March 21, 2026, 9:14 p.m.
Created at: March 8, 2026, 3:19 p.m.