Triple

T20762140
Position Surface form Disambiguated ID Type / Status
Subject G.I. Joe E510999 entity
Predicate hasPrimaryConflict P61381 FINISHED
Object G.I. Joe vs. Cobra
G.I. Joe vs. Cobra is the central heroic-versus-villainous struggle in the G.I. Joe franchise, pitting an elite military team against a ruthless terrorist organization bent on world domination.
 E1454718 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: G.I. Joe vs. Cobra | Statement: [G.I. Joe, hasPrimaryConflict, G.I. Joe vs. Cobra]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: G.I. Joe vs. Cobra
Context triple: [G.I. Joe, hasPrimaryConflict, G.I. Joe vs. Cobra]
  • A. G.I. Joe: The Rise of Cobra
    G.I. Joe: The Rise of Cobra is a 2009 live-action military science fiction action film based on the G.I. Joe toy franchise, following an elite special-operations team as they battle the terrorist organization Cobra.
  • B. G.I. Joe: Hearts & Minds
    G.I. Joe: Hearts & Minds is a comic book miniseries that offers a darker, psychologically driven take on the G.I. Joe universe, written by World War Z author Max Brooks.
  • C. G.I. Joe: A Real American Hero
    G.I. Joe: A Real American Hero is a 1980s-era relaunch of the G.I. Joe franchise that introduced a new line of action figures, an animated TV series, and comic books centered on an elite military team battling the terrorist organization Cobra.
  • D. G.I. Joe: Renegades
    G.I. Joe: Renegades is an animated television series that reimagines the classic G.I. Joe franchise with a team of young soldiers on the run after being framed as criminals by the Cobra organization.
  • E. G.I. Joe: Retaliation
    G.I. Joe: Retaliation is a 2013 action film based on the G.I. Joe toy franchise, featuring an elite military team battling a global terrorist organization with high-tech weaponry and large-scale set pieces.
  • 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: G.I. Joe vs. Cobra
Triple: [G.I. Joe, hasPrimaryConflict, G.I. Joe vs. Cobra]
Generated description
G.I. Joe vs. Cobra is the central heroic-versus-villainous struggle in the G.I. Joe franchise, pitting an elite military team against a ruthless terrorist organization bent on world domination.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: G.I. Joe vs. Cobra
Target entity description: G.I. Joe vs. Cobra is the central heroic-versus-villainous struggle in the G.I. Joe franchise, pitting an elite military team against a ruthless terrorist organization bent on world domination.
  • A. G.I. Joe: The Rise of Cobra
    G.I. Joe: The Rise of Cobra is a 2009 live-action military science fiction action film based on the G.I. Joe toy franchise, following an elite special-operations team as they battle the terrorist organization Cobra.
  • B. G.I. Joe: Hearts & Minds
    G.I. Joe: Hearts & Minds is a comic book miniseries that offers a darker, psychologically driven take on the G.I. Joe universe, written by World War Z author Max Brooks.
  • C. G.I. Joe: A Real American Hero
    G.I. Joe: A Real American Hero is a 1980s-era relaunch of the G.I. Joe franchise that introduced a new line of action figures, an animated TV series, and comic books centered on an elite military team battling the terrorist organization Cobra.
  • D. G.I. Joe: Renegades
    G.I. Joe: Renegades is an animated television series that reimagines the classic G.I. Joe franchise with a team of young soldiers on the run after being framed as criminals by the Cobra organization.
  • E. G.I. Joe: Retaliation
    G.I. Joe: Retaliation is a 2013 action film based on the G.I. Joe toy franchise, featuring an elite military team battling a global terrorist organization with high-tech weaponry and large-scale set pieces.
  • 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_69e0b4c909ec8190b05987f1639513f6 completed April 16, 2026, 10:07 a.m.
NER Named-entity recognition batch_69e6c2493a188190a336a35ea134e5f7 completed April 21, 2026, 12:18 a.m.
NED1 Entity disambiguation (via context triple) batch_6a091389d23c8190a16328b694cda6e6 completed May 17, 2026, 1:02 a.m.
NEDg Description generation batch_6a09144734b0819090901b8e6590222f completed May 17, 2026, 1:05 a.m.
NED2 Entity disambiguation (via description) batch_6a0914a0fb4c8190be5d504ff65dfe32 completed May 17, 2026, 1:06 a.m.
Created at: April 16, 2026, 12:35 p.m.