Triple

T8085701
Position Surface form Disambiguated ID Type / Status
Subject NYPD Red series E188724 entity
Predicate coWrittenWith P49107 FINISHED
Object Marshall Karp E711719 NE FINISHED

How this triple was built (3 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: Marshall Karp | Statement: [NYPD Red series, coWrittenWith, Marshall Karp]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Marshall Karp
Context triple: [NYPD Red series, coWrittenWith, Marshall Karp]
  • A. Marshall Karp chosen
    Marshall Karp is an American novelist and screenwriter best known for co-authoring popular crime thrillers, including entries in the NYPD Red series.
  • B. Allan Kayser
    Allan Kayser is an American actor best known for playing Bubba Higgins on the sitcom "Mama’s Family."
  • C. Aaron Kandell
    Aaron Kandell is an American screenwriter best known for co-writing Disney's animated feature film "Moana."
  • D. John C. Martin
    John C. Martin was an American pharmaceutical executive and scientist best known for leading Gilead Sciences’ rise into a major biopharmaceutical company, particularly in antiviral and HIV/hepatitis C treatments.
  • E. Larry Kaplan
    Larry Kaplan is a pioneering video game designer and programmer best known as one of the co-founders of Activision and an early developer for the Atari 2600.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
PD Predicate disambiguation gpt-5-mini-2025-08-07 
Target predicate: coWrittenWith
Context triple: [NYPD Red series, coWrittenWith, Marshall Karp]
  • A. coAuthorAlsoWrote
    Indicates that a person who is a co-author of one work also wrote another work, linking shared authorship across multiple creations.
  • B. writingPartner chosen
    Indicates a collaborative relationship in which two or more entities work together as co-authors or co-writers on written material.
  • C. writtenIn
    Indicates that a work (such as a text, program, or document) is expressed or encoded using a particular language or notation.
  • D. wrote
    Indicates that an entity is the author or creator of a written work involving another entity.
  • E. coCreator
    Indicates that two or more entities jointly created or produced something together.
  • F. None of above.

Provenance (4 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_69ca82b662e88190b9323daab8c28a21 completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb415f73808190b69db386b447062e completed March 31, 2026, 3:37 a.m.
NED1 Entity disambiguation (via context triple) batch_69ccbe81763881909e2e67bb56f2aa83 completed April 1, 2026, 6:43 a.m.
PD Predicate disambiguation batch_69cb04a14cd88190a79ed26cbeec1c33 completed March 30, 2026, 11:17 p.m.
Created at: March 30, 2026, 5:29 p.m.