Triple

T10446017
Position Surface form Disambiguated ID Type / Status
Subject Happy Hogan E246287 entity
Predicate worksForTeam P5820 FINISHED
Object Avengers (support staff)
Avengers (support staff) is the behind-the-scenes team of non-superpowered personnel who provide logistical, technical, and administrative support to the Avengers superhero roster.
E864284 NE FINISHED

How this triple was built (5 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: Avengers (support staff) | Statement: [Happy Hogan, worksForTeam, Avengers (support staff)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Avengers (support staff)
Context triple: [Happy Hogan, worksForTeam, Avengers (support staff)]
  • A. Avengers (temporary ally)
    The Avengers (temporary ally) refers to the Marvel superhero team during storylines in which characters like Gamora join forces with them for a limited time rather than as permanent members.
  • B. Ellsworth Avengers
    Ellsworth Avengers was the nickname of the 44th New York Infantry Regiment, a distinguished Union Army unit that fought in the American Civil War.
  • C. Avengers Campus
    Avengers Campus is a Marvel-themed land at Disney parks featuring attractions, characters, and experiences based on the Marvel Cinematic Universe.
  • D. Young Avengers
    Young Avengers is a Marvel Comics superhero team composed of teenage heroes who often serve as legacy counterparts to established Avengers members.
  • E. Revengers
    The Revengers are an improvised superhero team in the Marvel Cinematic Universe, formed by Thor and his allies to escape Sakaar and confront Hela on Asgard.
  • 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: Avengers (support staff)
Triple: [Happy Hogan, worksForTeam, Avengers (support staff)]
Generated description
Avengers (support staff) is the behind-the-scenes team of non-superpowered personnel who provide logistical, technical, and administrative support to the Avengers superhero roster.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Avengers (support staff)
Target entity description: Avengers (support staff) is the behind-the-scenes team of non-superpowered personnel who provide logistical, technical, and administrative support to the Avengers superhero roster.
  • A. Avengers (temporary ally)
    The Avengers (temporary ally) refers to the Marvel superhero team during storylines in which characters like Gamora join forces with them for a limited time rather than as permanent members.
  • B. Ellsworth Avengers
    Ellsworth Avengers was the nickname of the 44th New York Infantry Regiment, a distinguished Union Army unit that fought in the American Civil War.
  • C. Avengers Campus
    Avengers Campus is a Marvel-themed land at Disney parks featuring attractions, characters, and experiences based on the Marvel Cinematic Universe.
  • D. Young Avengers
    Young Avengers is a Marvel Comics superhero team composed of teenage heroes who often serve as legacy counterparts to established Avengers members.
  • E. Revengers
    The Revengers are an improvised superhero team in the Marvel Cinematic Universe, formed by Thor and his allies to escape Sakaar and confront Hela on Asgard.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: worksForTeam
Context triple: [Happy Hogan, worksForTeam, Avengers (support staff)]
  • A. worksFor chosen
    Indicates that one entity is employed by or performs work on behalf of another entity, typically an organization or individual.
  • B. supportsTeam
    Indicates that one entity provides backing, assistance, or endorsement to a particular team.
  • C. usedForTeam
    Indicates that something is utilized or designated for use by a particular team.
  • D. worksWith
    Indicates that two entities collaborate or perform tasks together in a shared work-related context.
  • E. supportsTeamFrom
    Indicates that one entity actively backs, favors, or roots for a particular team.
  • F. None of above.

Provenance (6 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_69d381c04fe08190957c26c526a3b05a completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d4fe083cd881909d2d8ad75d1d94cb completed April 7, 2026, 12:52 p.m.
NED1 Entity disambiguation (via context triple) batch_69d87eeae8788190b63534fa4f942ead completed April 10, 2026, 4:39 a.m.
NEDg Description generation batch_69d886c3fdcc8190a67a7f7788b8a2e8 completed April 10, 2026, 5:12 a.m.
NED2 Entity disambiguation (via description) batch_69d88dc15ab481909011c5de93bbab14 completed April 10, 2026, 5:42 a.m.
PD Predicate disambiguation batch_69d4fb73a5e48190a8df4775bc5da80f completed April 7, 2026, 12:41 p.m.
Created at: April 6, 2026, 12:16 p.m.