Triple

T21117134
Position Surface form Disambiguated ID Type / Status
Subject Moonwalkers E520327 entity
Predicate characterPortrayed P1507 FINISHED
Object Ron Perlman as CIA agent Kidman
Ron Perlman as CIA agent Kidman is a gruff, hard-edged American intelligence operative who drives much of the darkly comic action in the film "Moonwalkers."
E1468116 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: Ron Perlman as CIA agent Kidman | Statement: [Moonwalkers, characterPortrayed, Ron Perlman as CIA agent Kidman]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ron Perlman as CIA agent Kidman
Context triple: [Moonwalkers, characterPortrayed, Ron Perlman as CIA agent Kidman]
  • A. John Case in Agent X
    John Case in Agent X is the undercover CIA operative protagonist of the television series "Agent X," known for handling high-stakes, secret missions for the U.S. government.
  • B. Ben Logan – former CIA operative
    Ben Logan is the protagonist of the 2012 action thriller "The Expatriate," a skilled former CIA operative forced to protect his daughter while uncovering a deadly international conspiracy.
  • C. CIA officer Jacob Esterline
    Jacob Esterline was a senior CIA officer best known for helping plan and oversee covert Cold War operations, including the Bay of Pigs invasion.
  • D. CIA operative Fran Madison
    CIA operative Fran Madison is a fictional intelligence agent who works alongside Dr. Mark Clyne in covert operations.
  • E. Bill Pullman as Clay Gregory
    Bill Pullman as Clay Gregory is the meek, manipulated husband whose betrayal by his wife sets the neo-noir plot of "The Last Seduction" in motion.
  • 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: Ron Perlman as CIA agent Kidman
Triple: [Moonwalkers, characterPortrayed, Ron Perlman as CIA agent Kidman]
Generated description
Ron Perlman as CIA agent Kidman is a gruff, hard-edged American intelligence operative who drives much of the darkly comic action in the film "Moonwalkers."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ron Perlman as CIA agent Kidman
Target entity description: Ron Perlman as CIA agent Kidman is a gruff, hard-edged American intelligence operative who drives much of the darkly comic action in the film "Moonwalkers."
  • A. John Case in Agent X
    John Case in Agent X is the undercover CIA operative protagonist of the television series "Agent X," known for handling high-stakes, secret missions for the U.S. government.
  • B. Ben Logan – former CIA operative
    Ben Logan is the protagonist of the 2012 action thriller "The Expatriate," a skilled former CIA operative forced to protect his daughter while uncovering a deadly international conspiracy.
  • C. CIA officer Jacob Esterline
    Jacob Esterline was a senior CIA officer best known for helping plan and oversee covert Cold War operations, including the Bay of Pigs invasion.
  • D. CIA operative Fran Madison
    CIA operative Fran Madison is a fictional intelligence agent who works alongside Dr. Mark Clyne in covert operations.
  • E. Bill Pullman as Clay Gregory
    Bill Pullman as Clay Gregory is the meek, manipulated husband whose betrayal by his wife sets the neo-noir plot of "The Last Seduction" in motion.
  • 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_69e0b50a623881909c0bbaf4f2c055e7 completed April 16, 2026, 10:08 a.m.
NER Named-entity recognition batch_69e72106a3b48190a0efa51a74ae21f0 completed April 21, 2026, 7:02 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0965e5b04c8190addaa49cb9f6ad06 completed May 17, 2026, 6:53 a.m.
NEDg Description generation batch_6a0969cd36b081909e24ab92c0b2ab0a completed May 17, 2026, 7:10 a.m.
NED2 Entity disambiguation (via description) batch_6a096b373290819082f45e68772a81e4 completed May 17, 2026, 7:16 a.m.
Created at: April 16, 2026, 2:55 p.m.