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.