Triple

T2547725
Position Surface form Disambiguated ID Type / Status
Subject Invaders E57943 entity
Predicate member P10 FINISHED
Object US Agent
US Agent is a Marvel Comics superhero and government-sanctioned counterpart to Captain America, known for his more aggressive methods and patriotic zeal.
 E277340 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: US Agent | Statement: [Invaders, member, US Agent]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: US Agent
Context triple: [Invaders, member, US Agent]
  • A. Spies
    Spies is a 1928 German silent espionage thriller film directed by Fritz Lang, renowned for its intricate plotting, innovative visual style, and influence on the spy genre.
  • B. Spies
    Spies is a German-origin surname most notably associated with August Spies, a prominent 19th-century anarchist and labor activist involved in the Haymarket affair.
  • C. Spies
    Spies is a novel by Michael Frayn that explores childhood memory, secrecy, and the blurred line between imagination and reality in wartime England.
  • D. Spyboy
    Spyboy is a live album by American country and folk singer Emmylou Harris, showcasing reimagined versions of her songs with a rootsy, atmospheric sound.
  • E. S.H.I.E.L.D.
    S.H.I.E.L.D. is a fictional global espionage and law-enforcement agency in the Marvel Universe that handles superhuman and extraterrestrial 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: US Agent
Triple: [Invaders, member, US Agent]
Generated description
US Agent is a Marvel Comics superhero and government-sanctioned counterpart to Captain America, known for his more aggressive methods and patriotic zeal.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: US Agent
Target entity description: US Agent is a Marvel Comics superhero and government-sanctioned counterpart to Captain America, known for his more aggressive methods and patriotic zeal.
  • A. Spies
    Spies is a German-origin surname most notably associated with August Spies, a prominent 19th-century anarchist and labor activist involved in the Haymarket affair.
  • B. Spies
    Spies is a 1928 German silent espionage thriller film directed by Fritz Lang, renowned for its intricate plotting, innovative visual style, and influence on the spy genre.
  • C. Spies
    Spies is a novel by Michael Frayn that explores childhood memory, secrecy, and the blurred line between imagination and reality in wartime England.
  • D. Spyboy
    Spyboy is a live album by American country and folk singer Emmylou Harris, showcasing reimagined versions of her songs with a rootsy, atmospheric sound.
  • E. S.H.I.E.L.D.
    S.H.I.E.L.D. is a fictional global espionage and law-enforcement agency in the Marvel Universe that handles superhuman and extraterrestrial 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_69ab4a5212d88190b989ce129f2ad87f completed March 6, 2026, 9:42 p.m.
NER Named-entity recognition batch_69abd2e672948190bb7fe9b47535a172 completed March 7, 2026, 7:25 a.m.
NED1 Entity disambiguation (via context triple) batch_69af5d0e6e188190be190965cc02838e completed March 9, 2026, 11:51 p.m.
NEDg Description generation batch_69af5d9dcf608190b580beb10619ab86 completed March 9, 2026, 11:54 p.m.
NED2 Entity disambiguation (via description) batch_69af5e781360819080b4b96942beb17d completed March 9, 2026, 11:57 p.m.
Created at: March 6, 2026, 9:47 p.m.