Triple

T15400385
Position Surface form Disambiguated ID Type / Status
Subject Janet Evanovich E368297 entity
Predicate notableWork P4 FINISHED
Object Twisted Twenty-Six
Twisted Twenty-Six is a comedic crime novel in Janet Evanovich’s long-running Stephanie Plum series, following the bounty hunter’s misadventures as she tackles mobsters, family chaos, and romantic entanglements.
E1154997 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: Twisted Twenty-Six | Statement: [Janet Evanovich, notableWork, Twisted Twenty-Six]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Twisted Twenty-Six
Context triple: [Janet Evanovich, notableWork, Twisted Twenty-Six]
  • A. The Twisted Ones
    The Twisted Ones is a horror novel by T. Kingfisher that blends Southern Gothic atmosphere with cosmic terror as a woman clearing out her late grandmother’s house uncovers a sinister, otherworldly presence.
  • B. The Twisted Thing
    The Twisted Thing is a hardboiled detective novel by Mickey Spillane featuring his iconic private investigator Mike Hammer in a gritty crime investigation.
  • C. Twisted
    Twisted is a track from Joni Mitchell’s acclaimed 1974 album "Court and Spark," known for its jazzy style and witty, sardonic lyrics.
  • D. Twisted
    "Twisted" is a 1996 R&B slow jam by Keith Sweat, known for its smooth groove, romantic lyrics, and status as one of his biggest hits.
  • E. Twist
    "Twist" is a modern film adaptation of Charles Dickens' classic novel "Oliver Twist," featuring Rafferty Law in a leading role.
  • 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: Twisted Twenty-Six
Triple: [Janet Evanovich, notableWork, Twisted Twenty-Six]
Generated description
Twisted Twenty-Six is a comedic crime novel in Janet Evanovich’s long-running Stephanie Plum series, following the bounty hunter’s misadventures as she tackles mobsters, family chaos, and romantic entanglements.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Twisted Twenty-Six
Target entity description: Twisted Twenty-Six is a comedic crime novel in Janet Evanovich’s long-running Stephanie Plum series, following the bounty hunter’s misadventures as she tackles mobsters, family chaos, and romantic entanglements.
  • A. The Twisted Ones
    The Twisted Ones is a horror novel by T. Kingfisher that blends Southern Gothic atmosphere with cosmic terror as a woman clearing out her late grandmother’s house uncovers a sinister, otherworldly presence.
  • B. The Twisted Thing
    The Twisted Thing is a hardboiled detective novel by Mickey Spillane featuring his iconic private investigator Mike Hammer in a gritty crime investigation.
  • C. Twisted
    Twisted is a track from Joni Mitchell’s acclaimed 1974 album "Court and Spark," known for its jazzy style and witty, sardonic lyrics.
  • D. Twisted
    "Twisted" is a 1996 R&B slow jam by Keith Sweat, known for its smooth groove, romantic lyrics, and status as one of his biggest hits.
  • E. Twist
    "Twist" is a modern film adaptation of Charles Dickens' classic novel "Oliver Twist," featuring Rafferty Law in a leading role.
  • 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_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.