Triple

T2351573
Position Surface form Disambiguated ID Type / Status
Subject Don't Worry Darling E47458 entity
Predicate character P662 FINISHED
Object Jack Chambers
Jack Chambers is a central character in the psychological thriller film "Don't Worry Darling," portrayed as a seemingly devoted husband whose true motives and involvement in a disturbing, controlled reality are gradually revealed.
E257170 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: Jack Chambers | Statement: [Don't Worry Darling, character, Jack Chambers]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Jack Chambers
Context triple: [Don't Worry Darling, character, Jack Chambers]
  • A. Craig Chambers
    Craig Chambers is a computer scientist known for his work on object-oriented language design and implementation, particularly the Cecil and Diesel languages.
  • B. Nathaniel Chambers
    Nathaniel Chambers is a computer scientist known for his work in natural language processing, particularly in narrative event understanding and script learning.
  • C. Charles Hudson
    Charles Hudson was a 19th-century British mountaineer and Anglican clergyman known for his pioneering ascents in the Alps.
  • D. Nicholas Gage
    Nicholas Gage is a Greek-American author and former investigative journalist best known for his memoir "Eleni," which recounts his mother's execution during the Greek Civil War.
  • E. Christopher Thorn
    Christopher Thorn is an American musician best known as the guitarist for the alternative rock band Blind Melon.
  • 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: Jack Chambers
Triple: [Don't Worry Darling, character, Jack Chambers]
Generated description
Jack Chambers is a central character in the psychological thriller film "Don't Worry Darling," portrayed as a seemingly devoted husband whose true motives and involvement in a disturbing, controlled reality are gradually revealed.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Jack Chambers
Target entity description: Jack Chambers is a central character in the psychological thriller film "Don't Worry Darling," portrayed as a seemingly devoted husband whose true motives and involvement in a disturbing, controlled reality are gradually revealed.
  • A. Craig Chambers
    Craig Chambers is a computer scientist known for his work on object-oriented language design and implementation, particularly the Cecil and Diesel languages.
  • B. Nathaniel Chambers
    Nathaniel Chambers is a computer scientist known for his work in natural language processing, particularly in narrative event understanding and script learning.
  • C. Charles Hudson
    Charles Hudson was a 19th-century British mountaineer and Anglican clergyman known for his pioneering ascents in the Alps.
  • D. Nicholas Gage
    Nicholas Gage is a Greek-American author and former investigative journalist best known for his memoir "Eleni," which recounts his mother's execution during the Greek Civil War.
  • E. Christopher Thorn
    Christopher Thorn is an American musician best known as the guitarist for the alternative rock band Blind Melon.
  • 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_69a88a1b678c8190bce986922ba60ce0 completed March 4, 2026, 7:38 p.m.
NER Named-entity recognition batch_69abc6f75d888190a2e41edaa532e83f completed March 7, 2026, 6:34 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae962f769881909a7713880eaa9b84 completed March 9, 2026, 9:43 a.m.
NEDg Description generation batch_69ae96b4b378819094853d3503a3b8b4 completed March 9, 2026, 9:45 a.m.
NED2 Entity disambiguation (via description) batch_69ae970a87a4819094e33d3b6347a9b5 completed March 9, 2026, 9:46 a.m.
Created at: March 4, 2026, 7:54 p.m.