Triple

T13750588
Position Surface form Disambiguated ID Type / Status
Subject Cobra Commander E330338 entity
Predicate hasSubordinate P747 FINISHED
Object Destro
Destro is a key villain in the G.I. Joe franchise, a weapons manufacturer and masked mercenary leader who frequently allies with the terrorist organization Cobra.
 E1058905 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: Destro | Statement: [Cobra Commander, hasSubordinate, Destro]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Destro
Context triple: [Cobra Commander, hasSubordinate, Destro]
  • A. Andross
    Andross is the primary villain of the Star Fox video game series, a mad scientist and powerful ape-like warlord who threatens the Lylat System.
  • B. Daron-Vex
    Daron-Vex is a political leader and member of Krypton's ruling elite in the TV series "Krypton," known for his manipulative and authoritarian tactics.
  • C. Stryfe
    Stryfe is a powerful and ruthless Marvel Comics supervillain, a clone of Cable and frequent adversary of the X-Men and X-Force.
  • D. Desaad
    Desaad is a sadistic torturer and loyal servant of Darkseid in DC Comics' New Gods mythos, known for his cruelty and mastery of psychological and physical torment.
  • E. Annihilus
    Annihilus is a powerful insectoid warlord from the Negative Zone in Marvel Comics, known for wielding the Cosmic Control Rod and repeatedly threatening the universe.
  • 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: Destro
Triple: [Cobra Commander, hasSubordinate, Destro]
Generated description
Destro is a key villain in the G.I. Joe franchise, a weapons manufacturer and masked mercenary leader who frequently allies with the terrorist organization Cobra.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Destro
Target entity description: Destro is a key villain in the G.I. Joe franchise, a weapons manufacturer and masked mercenary leader who frequently allies with the terrorist organization Cobra.
  • A. Andross
    Andross is the primary villain of the Star Fox video game series, a mad scientist and powerful ape-like warlord who threatens the Lylat System.
  • B. Daron-Vex
    Daron-Vex is a political leader and member of Krypton's ruling elite in the TV series "Krypton," known for his manipulative and authoritarian tactics.
  • C. Stryfe
    Stryfe is a powerful and ruthless Marvel Comics supervillain, a clone of Cable and frequent adversary of the X-Men and X-Force.
  • D. Desaad
    Desaad is a sadistic torturer and loyal servant of Darkseid in DC Comics' New Gods mythos, known for his cruelty and mastery of psychological and physical torment.
  • E. Annihilus
    Annihilus is a powerful insectoid warlord from the Negative Zone in Marvel Comics, known for wielding the Cosmic Control Rod and repeatedly threatening the universe.
  • 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_69d81c573f288190aa2403d484fa3d49 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de02148c208190a882927905a861a6 completed April 14, 2026, 9 a.m.
NED1 Entity disambiguation (via context triple) batch_69f7a8560614819085958205637f3863 completed May 3, 2026, 7:56 p.m.
NEDg Description generation batch_69f7a8f6833881908bcca35d7d01596a completed May 3, 2026, 7:58 p.m.
NED2 Entity disambiguation (via description) batch_69f7a9c3c6548190802e1163c9c35b67 completed May 3, 2026, 8:02 p.m.
Created at: April 9, 2026, 10:08 p.m.