Triple

T2736441
Position Surface form Disambiguated ID Type / Status
Subject Hydra E60640 entity
Predicate notableMember P10 FINISHED
Object 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.
 E293398 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 Garrett (MCU) | Statement: [Hydra, notableMember, John Garrett (MCU)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: John Garrett (MCU)
Context triple: [Hydra, notableMember, John Garrett (MCU)]
  • A. Thaddeus Ross
    Thaddeus Ross is a high-ranking U.S. military officer and government official in Marvel Comics and the Marvel Cinematic Universe, known for his relentless pursuit of the Hulk and later involvement in overseeing superhuman activities.
  • B. James Rhodes
    James Rhodes is a high-ranking military officer and close ally of Tony Stark who fights in advanced powered armor under the codename War Machine in the Marvel Cinematic Universe.
  • C. 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.
  • D. Jimmy McNulty
    Jimmy McNulty is a flawed but doggedly principled Baltimore homicide detective and central figure in the television series "The Wire," known for his rebellious streak and obsession with bringing down major criminals.
  • E. Tim Foster
    Tim Foster is a British rower and Olympic gold medallist who was part of the renowned coxless four crew with Sir Matthew Pinsent and Sir Steve Redgrave.
  • 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 Garrett (MCU)
Triple: [Hydra, notableMember, John Garrett (MCU)]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: John Garrett (MCU)
Target entity description: 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.
  • A. Thaddeus Ross
    Thaddeus Ross is a high-ranking U.S. military officer and government official in Marvel Comics and the Marvel Cinematic Universe, known for his relentless pursuit of the Hulk and later involvement in overseeing superhuman activities.
  • B. James Rhodes
    James Rhodes is a high-ranking military officer and close ally of Tony Stark who fights in advanced powered armor under the codename War Machine in the Marvel Cinematic Universe.
  • C. 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.
  • D. Jimmy McNulty
    Jimmy McNulty is a flawed but doggedly principled Baltimore homicide detective and central figure in the television series "The Wire," known for his rebellious streak and obsession with bringing down major criminals.
  • E. Tim Foster
    Tim Foster is a British rower and Olympic gold medallist who was part of the renowned coxless four crew with Sir Matthew Pinsent and Sir Steve Redgrave.
  • 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_69ab4b77febc819095603eb012cd141b completed March 6, 2026, 9:47 p.m.
NER Named-entity recognition batch_69abdb11c66c81909058f2978aa5fae9 completed March 7, 2026, 8 a.m.
NED1 Entity disambiguation (via context triple) batch_69afb6a37fdc8190bcdb33d7352d9e16 completed March 10, 2026, 6:13 a.m.
NEDg Description generation batch_69afb734d7b08190aeb95e8a9199fb10 completed March 10, 2026, 6:16 a.m.
NED2 Entity disambiguation (via description) batch_69afb7c3fe7c8190bbbd6ce3157b1d56 completed March 10, 2026, 6:18 a.m.
Created at: March 6, 2026, 9:56 p.m.