Triple

T19521398
Position Surface form Disambiguated ID Type / Status
Subject The Perfect Score E488408 entity
Predicate screenwriter P2831 FINISHED
Object Jon Zack
Jon Zack is an American screenwriter best known for writing the teen heist comedy film "The Perfect Score."
E1380298 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: Jon Zack | Statement: [The Perfect Score, screenwriter, Jon Zack]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Jon Zack
Context triple: [The Perfect Score, screenwriter, Jon Zack]
  • A. Larry Zack
    Larry Zack is a musician best known as a member of the band Late for the Sky.
  • B. Justin Zackham
    Justin Zackham is an American screenwriter and producer best known for writing the hit film "The Bucket List" and creating the FX series "Lights Out."
  • C. John Zarchen
    John Zarchen is an actor best known for his role in the film "For Keeps?".
  • D. Zackary Drucker
    Zackary Drucker is an American transgender artist, producer, and activist known for her work exploring gender, identity, and representation in contemporary media and art.
  • E. Zack Ryan
    Zack Ryan is a composer known for creating the musical score for the film "I Smile Back."
  • 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: Jon Zack
Triple: [The Perfect Score, screenwriter, Jon Zack]
Generated description
Jon Zack is an American screenwriter best known for writing the teen heist comedy film "The Perfect Score."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Jon Zack
Target entity description: Jon Zack is an American screenwriter best known for writing the teen heist comedy film "The Perfect Score."
  • A. Larry Zack
    Larry Zack is a musician best known as a member of the band Late for the Sky.
  • B. Justin Zackham
    Justin Zackham is an American screenwriter and producer best known for writing the hit film "The Bucket List" and creating the FX series "Lights Out."
  • C. John Zarchen
    John Zarchen is an actor best known for his role in the film "For Keeps?".
  • D. Zackary Drucker
    Zackary Drucker is an American transgender artist, producer, and activist known for her work exploring gender, identity, and representation in contemporary media and art.
  • E. Zack Ryan
    Zack Ryan is a composer known for creating the musical score for the film "I Smile Back."
  • 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_69d8e8da8bec819081f400199491ccc3 completed April 10, 2026, 12:11 p.m.
NER Named-entity recognition batch_69e635a0b37c8190b70b7427c2e85f59 completed April 20, 2026, 2:18 p.m.
NED1 Entity disambiguation (via context triple) batch_6a07472af0b881909e5bada0955b52bb completed May 15, 2026, 4:17 p.m.
NEDg Description generation batch_6a0747f6b1d48190a3e70576ddb4feb2 completed May 15, 2026, 4:21 p.m.
NED2 Entity disambiguation (via description) batch_6a07492259488190a8c405598f9c8878 completed May 15, 2026, 4:26 p.m.
Created at: April 10, 2026, 1:40 p.m.