Triple

T14167931
Position Surface form Disambiguated ID Type / Status
Subject Infinite E351127 entity
Predicate screenwriter P2831 FINISHED
Object Todd Stein
Todd Stein is a screenwriter known for his work on the film "Infinite."
E1087041 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: Todd Stein | Statement: [Infinite, screenwriter, Todd Stein]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Todd Stein
Context triple: [Infinite, screenwriter, Todd Stein]
  • A. Chub Feeney
    Chub Feeney was a longtime Major League Baseball executive who served as president of the National League from 1970 to 1986.
  • B. George W. Towns
    George W. Towns was a 19th-century American politician who served as governor of Georgia and for whom Towns County in the state is named.
  • C. Frank Paur
    Frank Paur is an American animation director and producer best known for his work on acclaimed series such as Gargoyles, Batman: The Animated Series, and X-Men.
  • D. Bill DeMott
    Bill DeMott is a retired American professional wrestler and wrestling trainer best known for his work in World Championship Wrestling (WCW) and WWE, including a controversial tenure as head trainer for WWE’s developmental system.
  • E. Lonie Glieberman
    Lonie Glieberman is a Canadian sports executive best known for his controversial ownership roles with multiple CFL franchises, including Ottawa and Shreveport.
  • 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: Todd Stein
Triple: [Infinite, screenwriter, Todd Stein]
Generated description
Todd Stein is a screenwriter known for his work on the film "Infinite."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Todd Stein
Target entity description: Todd Stein is a screenwriter known for his work on the film "Infinite."
  • A. Chub Feeney
    Chub Feeney was a longtime Major League Baseball executive who served as president of the National League from 1970 to 1986.
  • B. George W. Towns
    George W. Towns was a 19th-century American politician who served as governor of Georgia and for whom Towns County in the state is named.
  • C. Frank Paur
    Frank Paur is an American animation director and producer best known for his work on acclaimed series such as Gargoyles, Batman: The Animated Series, and X-Men.
  • D. Bill DeMott
    Bill DeMott is a retired American professional wrestler and wrestling trainer best known for his work in World Championship Wrestling (WCW) and WWE, including a controversial tenure as head trainer for WWE’s developmental system.
  • E. Lonie Glieberman
    Lonie Glieberman is a Canadian sports executive best known for his controversial ownership roles with multiple CFL franchises, including Ottawa and Shreveport.
  • 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_69d8278775fc8190b0802d22ca2f495d completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de61b355f08190864c7322bbcb766d completed April 14, 2026, 3:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd2804956c81909409fba998a87866 completed May 8, 2026, 12:02 a.m.
NEDg Description generation batch_69fd2a8d7b0c81908c80de21f7922f0a completed May 8, 2026, 12:13 a.m.
NED2 Entity disambiguation (via description) batch_69fd2b0c9b188190a7f096429aa92419 completed May 8, 2026, 12:15 a.m.
Created at: April 10, 2026, 1 a.m.