Triple

T12066374
Position Surface form Disambiguated ID Type / Status
Subject Eleanor Bishop (MCU) E287306 entity
Predicate spouseOf P13 FINISHED
Object Derek Bishop (MCU)
Derek Bishop (MCU) is Kate Bishop’s wealthy but morally ambiguous father in the Marvel Cinematic Universe, whose past business dealings and presumed death play a key role in the events of the Hawkeye series.
E963203 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: Derek Bishop (MCU) | Statement: [Eleanor Bishop (MCU), spouseOf, Derek Bishop (MCU)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Derek Bishop (MCU)
Context triple: [Eleanor Bishop (MCU), spouseOf, Derek Bishop (MCU)]
  • A. Alexander Pierce (MCU)
    Alexander Pierce (MCU) is a high-ranking S.H.I.E.L.D. official secretly serving as a key Hydra mastermind and primary antagonist in "Captain America: The Winter Soldier."
  • B. John Garrett (MCU)
    John Garrett (MCU) is a former S.H.I.E.L.D. agent turned cybernetically enhanced HYDRA operative and primary antagonist in Marvel's Agents of S.H.I.E.L.D.
  • C. Grant Ward (MCU)
    Grant Ward (MCU) is a former S.H.I.E.L.D. agent who is revealed to be a double agent and key antagonist aligned with Hydra in the television series "Marvel's Agents of S.H.I.E.L.D."
  • D. Nick Fury Jr.
    Nick Fury Jr. is a Marvel Comics character, the son of original S.H.I.E.L.D. director Nick Fury, who serves as a skilled spy and operative in various covert superhero teams.
  • E. Nick Fury
    Nick Fury is the one-eyed, trench-coat-wearing spymaster and director of S.H.I.E.L.D. who orchestrates and oversees the Avengers in the Marvel universe.
  • 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: Derek Bishop (MCU)
Triple: [Eleanor Bishop (MCU), spouseOf, Derek Bishop (MCU)]
Generated description
Derek Bishop (MCU) is Kate Bishop’s wealthy but morally ambiguous father in the Marvel Cinematic Universe, whose past business dealings and presumed death play a key role in the events of the Hawkeye series.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Derek Bishop (MCU)
Target entity description: Derek Bishop (MCU) is Kate Bishop’s wealthy but morally ambiguous father in the Marvel Cinematic Universe, whose past business dealings and presumed death play a key role in the events of the Hawkeye series.
  • A. Alexander Pierce (MCU)
    Alexander Pierce (MCU) is a high-ranking S.H.I.E.L.D. official secretly serving as a key Hydra mastermind and primary antagonist in "Captain America: The Winter Soldier."
  • B. John Garrett (MCU)
    John Garrett (MCU) is a former S.H.I.E.L.D. agent turned cybernetically enhanced HYDRA operative and primary antagonist in Marvel's Agents of S.H.I.E.L.D.
  • C. Grant Ward (MCU)
    Grant Ward (MCU) is a former S.H.I.E.L.D. agent who is revealed to be a double agent and key antagonist aligned with Hydra in the television series "Marvel's Agents of S.H.I.E.L.D."
  • D. Nick Fury Jr.
    Nick Fury Jr. is a Marvel Comics character, the son of original S.H.I.E.L.D. director Nick Fury, who serves as a skilled spy and operative in various covert superhero teams.
  • E. Nick Fury
    Nick Fury is the one-eyed, trench-coat-wearing spymaster and director of S.H.I.E.L.D. who orchestrates and oversees the Avengers in the Marvel universe.
  • 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_69d6ab4846e081908ee7bbd66a6d3459 completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d904423dc08190a47194422255c62e completed April 10, 2026, 2:08 p.m.
NED1 Entity disambiguation (via context triple) batch_69f5f658bb38819097547d392fcc5405 completed May 2, 2026, 1:04 p.m.
NEDg Description generation batch_69f5fde880f4819094b2170bf4e82138 completed May 2, 2026, 1:36 p.m.
NED2 Entity disambiguation (via description) batch_69f5ffc2cfd08190b87eccd3a73afc77 completed May 2, 2026, 1:44 p.m.
Created at: April 8, 2026, 9:48 p.m.