Triple

T20929229
Position Surface form Disambiguated ID Type / Status
Subject Conspiracy Theory E515423 entity
Predicate starring P1507 FINISHED
Object Aaron Lustig
Aaron Lustig is an American character actor known for his supporting roles in film and television, including an appearance in the thriller "Conspiracy Theory."
E1457366 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: Aaron Lustig | Statement: [Conspiracy Theory, starring, Aaron Lustig]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Aaron Lustig
Context triple: [Conspiracy Theory, starring, Aaron Lustig]
  • A. Michael Aizenman
    Michael Aizenman is a mathematical physicist renowned for his influential work in statistical mechanics, probability theory, and quantum field theory.
  • B. David M. Rosenthal
    David M. Rosenthal is an American film director and screenwriter known for his work in thrillers and character-driven dramas.
  • C. Stephen J. Friedman
    Stephen J. Friedman was an American film producer and studio executive known for producing notable Hollywood films from the 1970s through the 1990s.
  • D. Michael A. Gottlieb
    Michael A. Gottlieb is a physicist and editor known for his work on Richard Feynman–related educational materials, including co-editing "Feynman’s Tips on Physics."
  • E. Adam S. Posen
    Adam S. Posen is an American economist known for his work on monetary policy and international economics, and for leading the Peterson Institute for International Economics.
  • 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: Aaron Lustig
Triple: [Conspiracy Theory, starring, Aaron Lustig]
Generated description
Aaron Lustig is an American character actor known for his supporting roles in film and television, including an appearance in the thriller "Conspiracy Theory."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Aaron Lustig
Target entity description: Aaron Lustig is an American character actor known for his supporting roles in film and television, including an appearance in the thriller "Conspiracy Theory."
  • A. Michael Aizenman
    Michael Aizenman is a mathematical physicist renowned for his influential work in statistical mechanics, probability theory, and quantum field theory.
  • B. David M. Rosenthal
    David M. Rosenthal is an American film director and screenwriter known for his work in thrillers and character-driven dramas.
  • C. Stephen J. Friedman
    Stephen J. Friedman was an American film producer and studio executive known for producing notable Hollywood films from the 1970s through the 1990s.
  • D. Michael A. Gottlieb
    Michael A. Gottlieb is a physicist and editor known for his work on Richard Feynman–related educational materials, including co-editing "Feynman’s Tips on Physics."
  • E. Adam S. Posen
    Adam S. Posen is an American economist known for his work on monetary policy and international economics, and for leading the Peterson Institute for International Economics.
  • 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_69e0b4fb431c8190b9d40e6a72f0cc87 completed April 16, 2026, 10:07 a.m.
NER Named-entity recognition batch_69e6f6545f8c81908a8c2f0e8d7b060e completed April 21, 2026, 4 a.m.
NED1 Entity disambiguation (via context triple) batch_6a091fce6b148190b2dcf07d95696744 completed May 17, 2026, 1:54 a.m.
NEDg Description generation batch_6a09206824148190881bef138312d37f completed May 17, 2026, 1:56 a.m.
NED2 Entity disambiguation (via description) batch_6a0920d752888190bffcfa7ce75cd2ad completed May 17, 2026, 1:58 a.m.
Created at: April 16, 2026, 12:49 p.m.