Triple

T15400382
Position Surface form Disambiguated ID Type / Status
Subject Janet Evanovich E368297 entity
Predicate notableWork P4 FINISHED
Object Turbo Twenty-Three
Turbo Twenty-Three is a comedic crime novel in Janet Evanovich’s popular Stephanie Plum series, following the bumbling bounty hunter through another chaotic New Jersey adventure.
E1154994 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: Turbo Twenty-Three | Statement: [Janet Evanovich, notableWork, Turbo Twenty-Three]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Turbo Twenty-Three
Context triple: [Janet Evanovich, notableWork, Turbo Twenty-Three]
  • A. The Turbo Terrific
    The Turbo Terrific is Peter Perfect’s sleek, high-performance race car from the animated television series "Wacky Races."
  • B. Turbo Express
    Turbo Express is the popular nickname for the British Rail Class 166 diesel multiple-unit trains used for regional and commuter services in the UK.
  • C. Turbo
    Turbo is a Colombian port city in the Antioquia Department, located on the Gulf of Urabá and known as a key gateway between the interior of Colombia and the Caribbean Sea.
  • D. Turbo
    Turbo is a 2013 animated sports-comedy film from DreamWorks Animation about a garden snail who gains incredible speed and pursues his dream of racing in the Indianapolis 500.
  • E. Turbo
    Turbo is a hip-hop record producer known for crafting melodic, trap-influenced beats for prominent artists such as Gunna, Young Thug, and Lil Baby.
  • 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: Turbo Twenty-Three
Triple: [Janet Evanovich, notableWork, Turbo Twenty-Three]
Generated description
Turbo Twenty-Three is a comedic crime novel in Janet Evanovich’s popular Stephanie Plum series, following the bumbling bounty hunter through another chaotic New Jersey adventure.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Turbo Twenty-Three
Target entity description: Turbo Twenty-Three is a comedic crime novel in Janet Evanovich’s popular Stephanie Plum series, following the bumbling bounty hunter through another chaotic New Jersey adventure.
  • A. The Turbo Terrific
    The Turbo Terrific is Peter Perfect’s sleek, high-performance race car from the animated television series "Wacky Races."
  • B. Turbo Express
    Turbo Express is the popular nickname for the British Rail Class 166 diesel multiple-unit trains used for regional and commuter services in the UK.
  • C. Turbo
    Turbo is a Colombian port city in the Antioquia Department, located on the Gulf of Urabá and known as a key gateway between the interior of Colombia and the Caribbean Sea.
  • D. Turbo
    Turbo is a 2013 animated sports-comedy film from DreamWorks Animation about a garden snail who gains incredible speed and pursues his dream of racing in the Indianapolis 500.
  • E. Turbo
    Turbo is a fictional antagonist character, best known as the villainous racer from Disney's animated film "Wreck-It Ralph."
  • 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.