Triple

T2047754
Position Surface form Disambiguated ID Type / Status
Subject The Hangover Part II E45492 entity
Predicate writer P1360 FINISHED
Object Craig Mazin
Craig Mazin is an American screenwriter and producer best known for his work on hit comedies like the Hangover sequels and the acclaimed HBO miniseries Chernobyl.
E228234 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: Craig Mazin | Statement: [The Hangover Part II, writer, Craig Mazin]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Craig Mazin
Context triple: [The Hangover Part II, writer, Craig Mazin]
  • A. Dan Goor
    Dan Goor is an American television writer and producer best known for co-creating the comedy series "Brooklyn Nine-Nine" and his work on shows like "Parks and Recreation."
  • B. Scott Z. Burns
    Scott Z. Burns is an American screenwriter, director, and producer known for socially conscious films such as Contagion, The Informant!, and The Report.
  • C. Carlton Cuse
    Carlton Cuse is an American television writer and producer best known for co-creating and showrunning series such as Lost, Bates Motel, and other high-profile genre dramas.
  • D. Damon Lindelof
    Damon Lindelof is an American screenwriter and producer best known as the co-creator of the television series "Lost" and for his work on major science fiction and genre films and shows.
  • E. Brian Koppelman
    Brian Koppelman is an American screenwriter, director, and producer best known for co-writing films like "Rounders" and "Ocean's Thirteen" and co-creating the TV series "Billions."
  • 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: Craig Mazin
Triple: [The Hangover Part II, writer, Craig Mazin]
Generated description
Craig Mazin is an American screenwriter and producer best known for his work on hit comedies like the Hangover sequels and the acclaimed HBO miniseries Chernobyl.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Craig Mazin
Target entity description: Craig Mazin is an American screenwriter and producer best known for his work on hit comedies like the Hangover sequels and the acclaimed HBO miniseries Chernobyl.
  • A. Dan Goor
    Dan Goor is an American television writer and producer best known for co-creating the comedy series "Brooklyn Nine-Nine" and his work on shows like "Parks and Recreation."
  • B. Scott Z. Burns
    Scott Z. Burns is an American screenwriter, director, and producer known for socially conscious films such as Contagion, The Informant!, and The Report.
  • C. Carlton Cuse
    Carlton Cuse is an American television writer and producer best known for co-creating and showrunning series such as Lost, Bates Motel, and other high-profile genre dramas.
  • D. Damon Lindelof
    Damon Lindelof is an American screenwriter and producer best known as the co-creator of the television series "Lost" and for his work on major science fiction and genre films and shows.
  • E. Brian Koppelman
    Brian Koppelman is an American screenwriter, director, and producer best known for co-writing films like "Rounders" and "Ocean's Thirteen" and co-creating the TV series "Billions."
  • 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_69a8891948208190ab7898da21824c77 completed March 4, 2026, 7:33 p.m.
NER Named-entity recognition batch_69abb974e8488190887b840c2cb88b3a completed March 7, 2026, 5:36 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae2003e9488190b54ff042c91d4a62 completed March 9, 2026, 1:19 a.m.
NEDg Description generation batch_69ae209544d881909438630ca5970d84 completed March 9, 2026, 1:21 a.m.
NED2 Entity disambiguation (via description) batch_69ae210b7b888190a879effa9d1e6ac3 completed March 9, 2026, 1:23 a.m.
Created at: March 4, 2026, 7:39 p.m.