Triple

T12232097
Position Surface form Disambiguated ID Type / Status
Subject Dark Avengers E291498 entity
Predicate governmentAffiliation P11698 FINISHED
Object H.A.M.M.E.R.
H.A.M.M.E.R. is a fictional Marvel Comics intelligence and security organization, led by Norman Osborn, that replaces S.H.I.E.L.D. and oversees various superhuman teams and operations.
 E970728 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: H.A.M.M.E.R. | Statement: [Dark Avengers, governmentAffiliation, H.A.M.M.E.R.]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: H.A.M.M.E.R.
Context triple: [Dark Avengers, governmentAffiliation, H.A.M.M.E.R.]
  • A. The Avenger
    The Avenger is a film featuring British actress Anne Heywood in a prominent role.
  • B. The Incredible Hulk
    The Incredible Hulk is a Marvel Comics superhero who transforms from scientist Bruce Banner into a gigantic, super-strong green monster when enraged.
  • C. Marvel's Hit-Monkey
    Marvel's Hit-Monkey is an animated television series based on the Marvel Comics character, following a Japanese snow monkey turned assassin who seeks vengeance in Tokyo.
  • D. Daredevil
    "Daredevil" is a song by American singer-songwriter Fiona Apple from her critically acclaimed album "The Idler Wheel..."
  • E. The Ballad of the Hulk
    "The Ballad of the Hulk" is a song by Bill Callahan, featured on his introspective 2019 album *Shepherd in a Sheepskin Vest*.
  • 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: H.A.M.M.E.R.
Triple: [Dark Avengers, governmentAffiliation, H.A.M.M.E.R.]
Generated description
H.A.M.M.E.R. is a fictional Marvel Comics intelligence and security organization, led by Norman Osborn, that replaces S.H.I.E.L.D. and oversees various superhuman teams and operations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: H.A.M.M.E.R.
Target entity description: H.A.M.M.E.R. is a fictional Marvel Comics intelligence and security organization, led by Norman Osborn, that replaces S.H.I.E.L.D. and oversees various superhuman teams and operations.
  • A. The Avenger
    The Avenger is a film featuring British actress Anne Heywood in a prominent role.
  • B. The Incredible Hulk
    The Incredible Hulk is a Marvel Comics superhero who transforms from scientist Bruce Banner into a gigantic, super-strong green monster when enraged.
  • C. Marvel's Hit-Monkey
    Marvel's Hit-Monkey is an animated television series based on the Marvel Comics character, following a Japanese snow monkey turned assassin who seeks vengeance in Tokyo.
  • D. Daredevil
    "Daredevil" is a song by American singer-songwriter Fiona Apple from her critically acclaimed album "The Idler Wheel..."
  • E. The Ballad of the Hulk
    "The Ballad of the Hulk" is a song by Bill Callahan, featured on his introspective 2019 album *Shepherd in a Sheepskin Vest*.
  • 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_69d6ab668acc8190963ba424049d6aee completed April 8, 2026, 7:24 p.m.
NER Named-entity recognition batch_69d91ca45bd48190b8b7f6b29b6bb25b completed April 10, 2026, 3:52 p.m.
NED1 Entity disambiguation (via context triple) batch_69f60aad2d488190ba36588e3376ca1a completed May 2, 2026, 2:31 p.m.
NEDg Description generation batch_69f60bdd8d508190813178ff4c77afcf completed May 2, 2026, 2:36 p.m.
NED2 Entity disambiguation (via description) batch_69f60c67c680819087630d190d0a008f completed May 2, 2026, 2:38 p.m.
Created at: April 8, 2026, 9:51 p.m.