Triple

T12268754
Position Surface form Disambiguated ID Type / Status
Subject J. Anthony Lukas E292417 entity
Predicate notableWork P4 FINISHED
Object Big Trouble
Big Trouble is a nonfiction historical book by J. Anthony Lukas that examines the 1905 assassination of former Idaho governor Frank Steunenberg and the ensuing trial of Western labor leaders.
E974220 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: Big Trouble | Statement: [J. Anthony Lukas, notableWork, Big Trouble]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Big Trouble
Context triple: [J. Anthony Lukas, notableWork, Big Trouble]
  • A. Trouble
    Trouble is the 1978 debut studio album by British hard rock band Whitesnake, showcasing their early blues-rock sound and establishing them on the rock scene.
  • B. Trouble
    "Trouble" is a song by the British rock band Coldplay from their debut album "Parachutes," known for its melancholic piano melody and introspective lyrics.
  • C. Trouble
    Trouble is the debut studio album by Senegalese-American singer Akon, featuring hit singles that helped launch his international career.
  • D. Trouble
    "Trouble" is a song performed by Elvis Presley, featured in the 1958 film and soundtrack album *King Creole*.
  • E. Trouble Is...
    Trouble Is... is a 1997 blues-rock album by guitarist Kenny Wayne Shepherd that helped establish him as a leading modern blues artist.
  • 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: Big Trouble
Triple: [J. Anthony Lukas, notableWork, Big Trouble]
Generated description
Big Trouble is a nonfiction historical book by J. Anthony Lukas that examines the 1905 assassination of former Idaho governor Frank Steunenberg and the ensuing trial of Western labor leaders.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Big Trouble
Target entity description: Big Trouble is a nonfiction historical book by J. Anthony Lukas that examines the 1905 assassination of former Idaho governor Frank Steunenberg and the ensuing trial of Western labor leaders.
  • A. Trouble
    Trouble is the 1978 debut studio album by British hard rock band Whitesnake, showcasing their early blues-rock sound and establishing them on the rock scene.
  • B. Trouble
    "Trouble" is a song by the British rock band Coldplay from their debut album "Parachutes," known for its melancholic piano melody and introspective lyrics.
  • C. Trouble
    "Trouble" is a song performed by Elvis Presley, featured in the 1958 film and soundtrack album *King Creole*.
  • D. Trouble
    Trouble is the debut studio album by Senegalese-American singer Akon, featuring hit singles that helped launch his international career.
  • E. Trouble Is...
    Trouble Is... is a 1997 blues-rock album by guitarist Kenny Wayne Shepherd that helped establish him as a leading modern blues artist.
  • 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_69d6ab6856488190b5d31178d5015f8e completed April 8, 2026, 7:24 p.m.
NER Named-entity recognition batch_69d91cdd7b3c8190afd237cd9b633d4d completed April 10, 2026, 3:53 p.m.
NED1 Entity disambiguation (via context triple) batch_69f61e6799088190a5644267733ca2e5 completed May 2, 2026, 3:55 p.m.
NEDg Description generation batch_69f61f5bc1fc8190af9d74acc307ebe1 completed May 2, 2026, 3:59 p.m.
NED2 Entity disambiguation (via description) batch_69f6203ef5008190af9103460b096cff completed May 2, 2026, 4:03 p.m.
Created at: April 8, 2026, 9:52 p.m.