Triple

T15600393
Position Surface form Disambiguated ID Type / Status
Subject Big Trouble in Little China E375014 entity
Predicate writer P1360 FINISHED
Object David Z. Weinstein
David Z. Weinstein is a screenwriter best known for co-writing the cult classic fantasy–action film "Big Trouble in Little China."
 E1397365 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: David Z. Weinstein | Statement: [Big Trouble in Little China, writer, David Z. Weinstein]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: David Z. Weinstein
Context triple: [Big Trouble in Little China, writer, David Z. Weinstein]
  • A. David N. Weiss
    David N. Weiss is an American screenwriter best known for co-writing popular family and animated films such as "Shrek 2" and "The Smurfs."
  • B. Daniel H. Weiss
    Daniel H. Weiss is an American art historian and academic leader who served as president and CEO of New York’s Metropolitan Museum of Art.
  • C. David C. Weiss
    David C. Weiss is an American attorney who serves as a U.S. Special Counsel and has been a key federal prosecutor in high-profile political and financial investigations.
  • D. David M. Rosenthal
    David M. Rosenthal is an American film director and screenwriter known for his work in thrillers and character-driven dramas.
  • E. Michael R. Klein
    Michael R. Klein is an American lawyer, philanthropist, and political reform advocate best known for co-founding the nonpartisan transparency organization the Sunlight Foundation.
  • 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: David Z. Weinstein
Triple: [Big Trouble in Little China, writer, David Z. Weinstein]
Generated description
David Z. Weinstein is a screenwriter best known for co-writing the cult classic fantasy–action film "Big Trouble in Little China."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: David Z. Weinstein
Target entity description: David Z. Weinstein is a screenwriter best known for co-writing the cult classic fantasy–action film "Big Trouble in Little China."
  • A. David N. Weiss
    David N. Weiss is an American screenwriter best known for co-writing popular family and animated films such as "Shrek 2" and "The Smurfs."
  • B. Daniel H. Weiss
    Daniel H. Weiss is an American art historian and academic leader who served as president and CEO of New York’s Metropolitan Museum of Art.
  • C. David C. Weiss
    David C. Weiss is an American attorney who serves as a U.S. Special Counsel and has been a key federal prosecutor in high-profile political and financial investigations.
  • D. David M. Rosenthal
    David M. Rosenthal is an American film director and screenwriter known for his work in thrillers and character-driven dramas.
  • E. Michael R. Klein
    Michael R. Klein is an American lawyer, philanthropist, and political reform advocate best known for co-founding the nonpartisan transparency organization the Sunlight Foundation.
  • 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_69d85cce25008190b13b52745fbd719b completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69e04e621fc4819097e8e85e7ddfdc6c completed April 16, 2026, 2:50 a.m.
NED1 Entity disambiguation (via context triple) batch_6a07ccafa04c8190849980aeda8f3435 completed May 16, 2026, 1:47 a.m.
NEDg Description generation batch_6a07cfbebe848190a1e7cce64ec19df9 completed May 16, 2026, 2 a.m.
NED2 Entity disambiguation (via description) batch_6a07d050623c8190bfd3c05193794101 completed May 16, 2026, 2:02 a.m.
Created at: April 10, 2026, 4:12 a.m.