Triple

T2608013
Position Surface form Disambiguated ID Type / Status
Subject S.H.I.E.L.D. E58706 entity
Predicate enemy P4567 FINISHED
Object A.I.M.
A.I.M. is a technologically advanced terrorist organization in the Marvel universe, notorious for its rogue scientists, cutting-edge weaponry, and frequent clashes with superheroes and global security agencies.
E282433 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: A.I.M. | Statement: [S.H.I.E.L.D., enemy, A.I.M.]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: A.I.M.
Context triple: [S.H.I.E.L.D., enemy, A.I.M.]
  • A. Club Aurora
    Club Aurora is a Bolivian professional football club based in the city of Cochabamba.
  • B. X-Force
    X-Force is a Marvel Comics superhero team known for its more militant, covert, and often morally gray approach to mutant protection and justice, frequently led by characters like Cable or Wolverine.
  • C. Acrivos
    Acrivos is a Greek-origin surname most notably associated with Andreas Acrivos, a prominent chemical engineer and fluid dynamicist.
  • D. Aegis
    Aegis is a distributed, capability-based operating system developed at MIT in the 1980s, known for its fine-grained security model and use in the Apollo/Domain workstation environment.
  • E. Fearsome Foursome
    Fearsome Foursome was the nickname for the dominant Los Angeles Rams defensive line of the 1960s and early 1970s, renowned as one of the most formidable units in NFL history.
  • 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: A.I.M.
Triple: [S.H.I.E.L.D., enemy, A.I.M.]
Generated description
A.I.M. is a technologically advanced terrorist organization in the Marvel universe, notorious for its rogue scientists, cutting-edge weaponry, and frequent clashes with superheroes and global security agencies.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: A.I.M.
Target entity description: A.I.M. is a technologically advanced terrorist organization in the Marvel universe, notorious for its rogue scientists, cutting-edge weaponry, and frequent clashes with superheroes and global security agencies.
  • A. Club Aurora
    Club Aurora is a Bolivian professional football club based in the city of Cochabamba.
  • B. X-Force
    X-Force is a Marvel Comics superhero team known for its more militant, covert, and often morally gray approach to mutant protection and justice, frequently led by characters like Cable or Wolverine.
  • C. Acrivos
    Acrivos is a Greek-origin surname most notably associated with Andreas Acrivos, a prominent chemical engineer and fluid dynamicist.
  • D. Aegis
    Aegis is a distributed, capability-based operating system developed at MIT in the 1980s, known for its fine-grained security model and use in the Apollo/Domain workstation environment.
  • E. Fearsome Foursome
    Fearsome Foursome was the nickname for the dominant Los Angeles Rams defensive line of the 1960s and early 1970s, renowned as one of the most formidable units in NFL history.
  • 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_69ab4ac3523881909679750c9f8c2dec completed March 6, 2026, 9:44 p.m.
NER Named-entity recognition batch_69abd86769b88190935151a01c1ac855 completed March 7, 2026, 7:48 a.m.
NED1 Entity disambiguation (via context triple) batch_69af83e1efb88190b79c2c6ac0e87647 completed March 10, 2026, 2:37 a.m.
NEDg Description generation batch_69af84a15b5c8190bb68b6ff313adb6c completed March 10, 2026, 2:40 a.m.
NED2 Entity disambiguation (via description) batch_69af85aa5f548190a4ce1a4ff38ca5e3 completed March 10, 2026, 2:44 a.m.
Created at: March 6, 2026, 9:49 p.m.