Triple

T9998481
Position Surface form Disambiguated ID Type / Status
Subject Stan Lee E197263 entity
Predicate coCreatorOf P806 FINISHED
Object Hawkeye (Clint Barton)
Hawkeye (Clint Barton) is a Marvel Comics superhero and master archer best known as a key member of the Avengers who fights using exceptional marksmanship and trick arrows rather than superhuman powers.
E47456 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: Hawkeye (Clint Barton) | Statement: [Stan Lee, coCreatorOf, Hawkeye (Clint Barton)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hawkeye (Clint Barton)
Context triple: [Stan Lee, coCreatorOf, Hawkeye (Clint Barton)]
  • A. Hawkeye
    Hawkeye is a Marvel Cinematic Universe Disney+ series centered on the archer superhero Clint Barton and his protégé Kate Bishop.
  • B. Hawkeye
    Hawkeye is the frontier scout and sharpshooter hero of James Fenimore Cooper’s Leatherstocking Tales, renowned for his wilderness skills and moral integrity.
  • C. Hawkeye Pierce
    Hawkeye Pierce is the wisecracking, compassionate chief surgeon of the 4077th Mobile Army Surgical Hospital in the TV series M*A*S*H, known for his surgical brilliance, anti-war stance, and irreverent humor.
  • D. 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."
  • E. Bucky Barnes
    Bucky Barnes is a Marvel Comics character best known as Captain America's childhood friend who becomes the brainwashed assassin Winter Soldier before seeking redemption.
  • 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: Hawkeye (Clint Barton)
Triple: [Stan Lee, coCreatorOf, Hawkeye (Clint Barton)]
Generated description
Hawkeye (Clint Barton) is a Marvel Comics superhero and master archer best known as a key member of the Avengers who fights using exceptional marksmanship and trick arrows rather than superhuman powers.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hawkeye (Clint Barton)
Target entity description: Hawkeye (Clint Barton) is a Marvel Comics superhero and master archer best known as a key member of the Avengers who fights using exceptional marksmanship and trick arrows rather than superhuman powers.
  • A. Hawkeye chosen
    Hawkeye is a Marvel Cinematic Universe Disney+ series centered on the archer superhero Clint Barton and his protégé Kate Bishop.
  • B. Hawkeye
    Hawkeye is the frontier scout and sharpshooter hero of James Fenimore Cooper’s Leatherstocking Tales, renowned for his wilderness skills and moral integrity.
  • C. Hawkeye Pierce
    Hawkeye Pierce is the wisecracking, compassionate chief surgeon of the 4077th Mobile Army Surgical Hospital in the TV series M*A*S*H, known for his surgical brilliance, anti-war stance, and irreverent humor.
  • D. 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."
  • E. Bucky Barnes
    Bucky Barnes is a Marvel Comics character best known as Captain America's childhood friend who becomes the brainwashed assassin Winter Soldier before seeking redemption.
  • F. None of above.

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_69ca82f3b61c81908ecc2c1c96dbc2e4 completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cdcc8c78448190a5332f4ff8a7b3dd completed April 2, 2026, 1:55 a.m.
NED1 Entity disambiguation (via context triple) batch_69d29a0034ec8190bd0a2a368441e44f completed April 5, 2026, 5:21 p.m.
NEDg Description generation batch_69d29b28f48081909f7e0487800ebe52 completed April 5, 2026, 5:26 p.m.
NED2 Entity disambiguation (via description) batch_69d29be3713c819089843c4ec2be93f1 completed April 5, 2026, 5:29 p.m.
Created at: March 30, 2026, 8:51 p.m.