Triple

T15400367
Position Surface form Disambiguated ID Type / Status
Subject Janet Evanovich E368297 entity
Predicate notableWork P4 FINISHED
Object Hard Eight
Hard Eight is a comedic crime novel in Janet Evanovich’s popular Stephanie Plum series, blending mystery, romance, and slapstick humor.
E390478 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: Hard Eight | Statement: [Janet Evanovich, notableWork, Hard Eight]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hard Eight
Context triple: [Janet Evanovich, notableWork, Hard Eight]
  • A. Hard Eight
    Hard Eight is a 1996 neo-noir crime drama film directed by Paul Thomas Anderson, featuring Philip Baker Hall as a seasoned gambler who mentors a down-on-his-luck young man in the world of casino hustling.
  • B. 8 Seconds
    8 Seconds is a 1994 biographical drama film about champion bull rider Lane Frost and the world of professional rodeo.
  • C. The 88
    The 88 is an American rock band best known for its catchy, guitar-driven pop-rock sound and for contributing music to various television shows and films.
  • D. Stakeout
    "Stakeout" is a 1987 American buddy-cop comedy thriller film starring Richard Dreyfuss and Emilio Estevez as detectives assigned to surveil an escaped convict’s ex-girlfriend.
  • E. Blow Away
    "Blow Away" is a song featured on the Grateful Dead's album "Built to Last."
  • 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: Hard Eight
Triple: [Janet Evanovich, notableWork, Hard Eight]
Generated description
Hard Eight is a comedic crime novel in Janet Evanovich’s popular Stephanie Plum series, blending mystery, romance, and slapstick humor.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hard Eight
Target entity description: Hard Eight is a comedic crime novel in Janet Evanovich’s popular Stephanie Plum series, blending mystery, romance, and slapstick humor.
  • A. Hard Eight chosen
    Hard Eight is a 1996 neo-noir crime drama film directed by Paul Thomas Anderson, featuring Philip Baker Hall as a seasoned gambler who mentors a down-on-his-luck young man in the world of casino hustling.
  • B. 8 Seconds
    8 Seconds is a 1994 biographical drama film about champion bull rider Lane Frost and the world of professional rodeo.
  • C. The 88
    The 88 is an American rock band best known for its catchy, guitar-driven pop-rock sound and for contributing music to various television shows and films.
  • D. Stakeout
    "Stakeout" is a 1987 American buddy-cop comedy thriller film starring Richard Dreyfuss and Emilio Estevez as detectives assigned to surveil an escaped convict’s ex-girlfriend.
  • E. Blow Away
    "Blow Away" is a song featured on the Grateful Dead's album "Built to Last."
  • F. None of above.

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_69d85a16c68c819099c1b547fbc87b32 completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e03e8d89e08190b7cae778d89fb5e1 completed April 16, 2026, 1:42 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff13567e3481908eb6293c6af35f3a completed May 9, 2026, 10:58 a.m.
NEDg Description generation batch_69ff144af00481909191a2d33874c195 completed May 9, 2026, 11:02 a.m.
NED2 Entity disambiguation (via description) batch_69ff15ae7c9c81909fd0894e48e5b5b1 completed May 9, 2026, 11:08 a.m.
Created at: April 10, 2026, 3:19 a.m.