Triple

T2608031
Position Surface form Disambiguated ID Type / Status
Subject S.H.I.E.L.D. E58706 entity
Predicate technologyUsed P1485 FINISHED
Object Life-Model Decoys
Life-Model Decoys are highly advanced android replicas in the Marvel universe, primarily used by S.H.I.E.L.D. to impersonate individuals for espionage, protection, and deception.
E282441 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: Life-Model Decoys | Statement: [S.H.I.E.L.D., technologyUsed, Life-Model Decoys]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Life-Model Decoys
Context triple: [S.H.I.E.L.D., technologyUsed, Life-Model Decoys]
  • A. Camouflage
    "Camouflage" is a song by the American rock band Three Days Grace from their album "Human."
  • B. Terminal High Altitude Area Defense
    Terminal High Altitude Area Defense (THAAD) is a U.S.-developed missile defense system designed to intercept and destroy short-, medium-, and intermediate-range ballistic missiles during their terminal phase using hit-to-kill technology.
  • C. Cyborg
    Cyborg is a prominent DC Comics superhero, best known as a technologically enhanced human and key member of teams like the Teen Titans and the Justice League.
  • D. Man Vehicle Laboratory
    Man Vehicle Laboratory is an MIT research lab focused on human factors, human–machine interaction, and human performance in aerospace and other complex vehicle systems.
  • E. Identification Friend or Foe system
    An Identification Friend or Foe system is an electronic identification technology used primarily in military and aviation contexts to automatically distinguish friendly units or aircraft from potential threats.
  • 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: Life-Model Decoys
Triple: [S.H.I.E.L.D., technologyUsed, Life-Model Decoys]
Generated description
Life-Model Decoys are highly advanced android replicas in the Marvel universe, primarily used by S.H.I.E.L.D. to impersonate individuals for espionage, protection, and deception.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Life-Model Decoys
Target entity description: Life-Model Decoys are highly advanced android replicas in the Marvel universe, primarily used by S.H.I.E.L.D. to impersonate individuals for espionage, protection, and deception.
  • A. Camouflage
    "Camouflage" is a song by the American rock band Three Days Grace from their album "Human."
  • B. Terminal High Altitude Area Defense
    Terminal High Altitude Area Defense (THAAD) is a U.S.-developed missile defense system designed to intercept and destroy short-, medium-, and intermediate-range ballistic missiles during their terminal phase using hit-to-kill technology.
  • C. Cyborg
    Cyborg is a prominent DC Comics superhero, best known as a technologically enhanced human and key member of teams like the Teen Titans and the Justice League.
  • D. Man Vehicle Laboratory
    Man Vehicle Laboratory is an MIT research lab focused on human factors, human–machine interaction, and human performance in aerospace and other complex vehicle systems.
  • E. Identification Friend or Foe system
    An Identification Friend or Foe system is an electronic identification technology used primarily in military and aviation contexts to automatically distinguish friendly units or aircraft from potential threats.
  • 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.