Triple

T6225657
Position Surface form Disambiguated ID Type / Status
Subject John Cusack E139225 entity
Predicate notableWork P4 FINISHED
Object Eight Men Out
Eight Men Out is a 1988 sports drama film that chronicles the 1919 Black Sox scandal, in which Chicago White Sox players conspired to fix the World Series.
 E576891 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: Eight Men Out | Statement: [John Cusack, notableWork, Eight Men Out]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Eight Men Out
Context triple: [John Cusack, notableWork, Eight Men Out]
  • A. Murder, Inc.
    Murder, Inc. was a notorious organized crime group in the 1930s–1940s that served as the enforcement arm of the American Mafia, carrying out contract killings for various crime families.
  • B. Serpico
    Serpico is a 1973 crime drama film based on the true story of NYPD officer Frank Serpico, who exposed widespread police corruption.
  • C. Twelve Men
    Twelve Men is a collection of character-driven short stories by American naturalist author Theodore Dreiser, portraying the lives and struggles of various men in early 20th-century America.
  • D. Hearts and Minds
    Hearts and Minds is a British television drama series in which Clive Merrison appeared, known for its exploration of social and political issues.
  • E. Melting Pot
    "Melting Pot" is a song featured on the album *The Tipping Point* by the British band Tears for Fears.
  • 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: Eight Men Out
Triple: [John Cusack, notableWork, Eight Men Out]
Generated description
Eight Men Out is a 1988 sports drama film that chronicles the 1919 Black Sox scandal, in which Chicago White Sox players conspired to fix the World Series.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Eight Men Out
Target entity description: Eight Men Out is a 1988 sports drama film that chronicles the 1919 Black Sox scandal, in which Chicago White Sox players conspired to fix the World Series.
  • A. Murder, Inc.
    Murder, Inc. was a notorious organized crime group in the 1930s–1940s that served as the enforcement arm of the American Mafia, carrying out contract killings for various crime families.
  • B. Serpico
    Serpico is a 1973 crime drama film based on the true story of NYPD officer Frank Serpico, who exposed widespread police corruption.
  • C. Twelve Men
    Twelve Men is a collection of character-driven short stories by American naturalist author Theodore Dreiser, portraying the lives and struggles of various men in early 20th-century America.
  • D. Hearts and Minds
    Hearts and Minds is a British television drama series in which Clive Merrison appeared, known for its exploration of social and political issues.
  • E. Melting Pot
    "Melting Pot" is a song featured on the album *The Tipping Point* by the British band Tears for Fears.
  • 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_69c008afd3148190b71e9eaa60420dd1 completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c062d42c688190be4d8d8325d6daaa completed March 22, 2026, 9:44 p.m.
NED1 Entity disambiguation (via context triple) batch_69c20dd3dc5c8190bf48da3a90863727 completed March 24, 2026, 4:06 a.m.
NEDg Description generation batch_69c21131f31881909704aac2130d25a7 completed March 24, 2026, 4:21 a.m.
NED2 Entity disambiguation (via description) batch_69c2118792948190b54b6b54d52d291d completed March 24, 2026, 4:22 a.m.
Created at: March 22, 2026, 4:22 p.m.