Triple

T8335648
Position Surface form Disambiguated ID Type / Status
Subject David Ayer E195779 entity
Predicate notableWork P4 FINISHED
Object Dark Blue
Dark Blue is a 2002 crime drama film set in Los Angeles that explores police corruption and moral ambiguity, directed by Ron Shelton and written by David Ayer.
E724859 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: Dark Blue | Statement: [David Ayer, notableWork, Dark Blue]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Dark Blue
Context triple: [David Ayer, notableWork, Dark Blue]
  • A. Sky Blue
    "Sky Blue" is an abstract painting by Russian artist Wassily Kandinsky, characterized by its vibrant colors and dynamic geometric forms that exemplify his pioneering work in non-representational art.
  • B. Moody Blue
    "Moody Blue" is a 1977 studio album by Elvis Presley that combines live and studio recordings and is notable as his final album released before his death.
  • C. Imperial Blue
    Imperial Blue is a popular Indian whisky brand known for its smooth blend of Indian grain spirits and imported Scotch malts, marketed primarily in the value and mid-range segments.
  • D. French Blue
    French Blue was a legendary large blue diamond from the French Crown Jewels, later recut and famously known as the Hope Diamond.
  • E. Camel Blue
    Camel Blue is a popular lighter-tar, filtered cigarette variety in the Camel brand’s product line.
  • 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: Dark Blue
Triple: [David Ayer, notableWork, Dark Blue]
Generated description
Dark Blue is a 2002 crime drama film set in Los Angeles that explores police corruption and moral ambiguity, directed by Ron Shelton and written by David Ayer.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Dark Blue
Target entity description: Dark Blue is a 2002 crime drama film set in Los Angeles that explores police corruption and moral ambiguity, directed by Ron Shelton and written by David Ayer.
  • A. Sky Blue
    "Sky Blue" is an abstract painting by Russian artist Wassily Kandinsky, characterized by its vibrant colors and dynamic geometric forms that exemplify his pioneering work in non-representational art.
  • B. Moody Blue
    "Moody Blue" is a 1977 studio album by Elvis Presley that combines live and studio recordings and is notable as his final album released before his death.
  • C. Imperial Blue
    Imperial Blue is a popular Indian whisky brand known for its smooth blend of Indian grain spirits and imported Scotch malts, marketed primarily in the value and mid-range segments.
  • D. French Blue
    French Blue was a legendary large blue diamond from the French Crown Jewels, later recut and famously known as the Hope Diamond.
  • E. Camel Blue
    Camel Blue is a popular lighter-tar, filtered cigarette variety in the Camel brand’s product line.
  • 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_69ca82ecbdc481908a55cad8ca062d88 completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cb7fd2ca648190991e398ba70caf8d completed March 31, 2026, 8:03 a.m.
NED1 Entity disambiguation (via context triple) batch_69cd95d9b92c8190b1eb0e64aa7ea59e completed April 1, 2026, 10:02 p.m.
NEDg Description generation batch_69cda342c10881908ebafc7853815424 completed April 1, 2026, 10:59 p.m.
NED2 Entity disambiguation (via description) batch_69cdab736f208190a90bd4344b21a22c completed April 1, 2026, 11:34 p.m.
Created at: March 30, 2026, 5:57 p.m.