Triple

T2159787
Position Surface form Disambiguated ID Type / Status
Subject Cuff It E47973 entity
Predicate writer P1360 FINISHED
Object Ari PenSmith
Ari PenSmith is a songwriter and producer known for contributing to major contemporary R&B and pop projects, including work with artists like Beyoncé.
 E240200 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: Ari PenSmith | Statement: [Cuff It, writer, Ari PenSmith]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ari PenSmith
Context triple: [Cuff It, writer, Ari PenSmith]
  • A. Ari Posner
    Ari Posner is a Canadian film and television composer known for scoring numerous series and films across drama, animation, and genre television.
  • B. Spencer Laudiero
    Spencer Laudiero is an American animation director and storyboard artist known for his work on television series such as "Family Guy" and "The Orville."
  • C. Andrew Miano
    Andrew Miano is an American film producer known for his work on independent and critically acclaimed movies, often collaborating with director Tom Ford and others.
  • D. Avi Lewis
    Avi Lewis is a Canadian documentary filmmaker, television journalist, and political activist known for his work on social justice and environmental issues.
  • E. Dylan Highsmith
    Dylan Highsmith is a film editor best known for his work on major action and science-fiction movies, including Pacific Rim: Uprising.
  • 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: Ari PenSmith
Triple: [Cuff It, writer, Ari PenSmith]
Generated description
Ari PenSmith is a songwriter and producer known for contributing to major contemporary R&B and pop projects, including work with artists like Beyoncé.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ari PenSmith
Target entity description: Ari PenSmith is a songwriter and producer known for contributing to major contemporary R&B and pop projects, including work with artists like Beyoncé.
  • A. Ari Posner
    Ari Posner is a Canadian film and television composer known for scoring numerous series and films across drama, animation, and genre television.
  • B. Spencer Laudiero
    Spencer Laudiero is an American animation director and storyboard artist known for his work on television series such as "Family Guy" and "The Orville."
  • C. Andrew Miano
    Andrew Miano is an American film producer known for his work on independent and critically acclaimed movies, often collaborating with director Tom Ford and others.
  • D. Avi Lewis
    Avi Lewis is a Canadian documentary filmmaker, television journalist, and political activist known for his work on social justice and environmental issues.
  • E. Dylan Highsmith
    Dylan Highsmith is a film editor best known for his work on major action and science-fiction movies, including Pacific Rim: Uprising.
  • 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_69a88a1d1fd8819088b34990d69a712f completed March 4, 2026, 7:38 p.m.
NER Named-entity recognition batch_69abbe8894d481908eda9363fd36fea6 completed March 7, 2026, 5:58 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae58e9ceb08190871ff9c57ece23c0 completed March 9, 2026, 5:21 a.m.
NEDg Description generation batch_69ae5a3db428819083d73b4295c4e829 completed March 9, 2026, 5:27 a.m.
NED2 Entity disambiguation (via description) batch_69ae5a9b72188190bceb31975461206f completed March 9, 2026, 5:28 a.m.
Created at: March 4, 2026, 7:45 p.m.