Triple

T11344320
Position Surface form Disambiguated ID Type / Status
Subject RJD2 E268678 entity
Predicate notableWork P4 FINISHED
Object Ghostwriter
Ghostwriter is a critically acclaimed instrumental hip-hop album by producer RJD2, known for its cinematic sampling and genre-blending soundscapes.
 E920634 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: Ghostwriter | Statement: [RJD2, notableWork, Ghostwriter]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ghostwriter
Context triple: [RJD2, notableWork, Ghostwriter]
  • A. Ghostwritten
    Ghostwritten is a 1999 debut novel by British author David Mitchell, known for its interconnected, globe-spanning narratives and experimental structure.
  • B. The Ghost Writer
    The Ghost Writer is a 2010 political thriller film directed by Roman Polanski about a ghostwriter who uncovers dark secrets while working on the memoirs of a former British prime minister.
  • C. Skriver
    Skriver is a Danish surname most notably associated with fashion model Josephine Skriver.
  • D. StarWriter
    StarWriter is a word processing application that was part of the StarOffice office suite, serving as its primary tool for creating and editing text documents.
  • E. Storyteller
    "Storyteller" is a seminal work of the Native American Renaissance that blends traditional Indigenous oral narratives with contemporary literary forms to explore Native identity and cultural continuity.
  • 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: Ghostwriter
Triple: [RJD2, notableWork, Ghostwriter]
Generated description
Ghostwriter is a critically acclaimed instrumental hip-hop album by producer RJD2, known for its cinematic sampling and genre-blending soundscapes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ghostwriter
Target entity description: Ghostwriter is a critically acclaimed instrumental hip-hop album by producer RJD2, known for its cinematic sampling and genre-blending soundscapes.
  • A. Ghostwritten
    Ghostwritten is a 1999 debut novel by British author David Mitchell, known for its interconnected, globe-spanning narratives and experimental structure.
  • B. The Ghost Writer
    The Ghost Writer is a 2010 political thriller film directed by Roman Polanski about a ghostwriter who uncovers dark secrets while working on the memoirs of a former British prime minister.
  • C. Skriver
    Skriver is a Danish surname most notably associated with fashion model Josephine Skriver.
  • D. StarWriter
    StarWriter is a word processing application that was part of the StarOffice office suite, serving as its primary tool for creating and editing text documents.
  • E. Storyteller
    "Storyteller" is a seminal work of the Native American Renaissance that blends traditional Indigenous oral narratives with contemporary literary forms to explore Native identity and cultural continuity.
  • 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_69d6aacbe18081909e5fadb50082dd96 completed April 8, 2026, 7:21 p.m.
NER Named-entity recognition batch_69d7ea1f9574819089760c5b5908f09e completed April 9, 2026, 6:04 p.m.
NED1 Entity disambiguation (via context triple) batch_69e5436e9d848190a7e585351d24df03 completed April 19, 2026, 9:04 p.m.
NEDg Description generation batch_69e5474aad3481909c1afb385cb5889b completed April 19, 2026, 9:21 p.m.
NED2 Entity disambiguation (via description) batch_69e54edb9ac08190a760de11857e791c completed April 19, 2026, 9:53 p.m.
Created at: April 8, 2026, 9:33 p.m.