Triple

T6263801
Position Surface form Disambiguated ID Type / Status
Subject James Ellroy E140362 entity
Predicate notableWork P4 FINISHED
Object Clandestine
Clandestine is a hard-boiled crime novel by James Ellroy that follows a young Los Angeles police officer entangled in corruption, murder, and moral ambiguity in 1950s L.A.
 E579882 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: Clandestine | Statement: [James Ellroy, notableWork, Clandestine]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Clandestine
Context triple: [James Ellroy, notableWork, Clandestine]
  • A. Contraband
    "Contraband" is a 2012 American action thriller film starring Mark Wahlberg as a former smuggler drawn back into the criminal underworld to protect his family.
  • B. Undercover
    Undercover is a 1983 studio album by The Rolling Stones that blends rock with then-contemporary dance and new wave influences.
  • C. Undercover
    Undercover is a book by former CIA officer and Watergate conspirator E. Howard Hunt, detailing his experiences in espionage and covert operations.
  • D. Makhfi
    Makhfi was the pen name of Mughal princess Zeb-un-Nissa, known for her Persian poetry and literary patronage in 17th-century India.
  • E. Deep Cover
    Deep Cover is a 1992 neo-noir crime thriller film in which an undercover cop infiltrates a Los Angeles drug cartel, noted for its gritty tone and Laurence Fishburne’s lead performance.
  • 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: Clandestine
Triple: [James Ellroy, notableWork, Clandestine]
Generated description
Clandestine is a hard-boiled crime novel by James Ellroy that follows a young Los Angeles police officer entangled in corruption, murder, and moral ambiguity in 1950s L.A.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Clandestine
Target entity description: Clandestine is a hard-boiled crime novel by James Ellroy that follows a young Los Angeles police officer entangled in corruption, murder, and moral ambiguity in 1950s L.A.
  • A. Contraband
    "Contraband" is a 2012 American action thriller film starring Mark Wahlberg as a former smuggler drawn back into the criminal underworld to protect his family.
  • B. Undercover
    Undercover is a 1983 studio album by The Rolling Stones that blends rock with then-contemporary dance and new wave influences.
  • C. Undercover
    Undercover is a book by former CIA officer and Watergate conspirator E. Howard Hunt, detailing his experiences in espionage and covert operations.
  • D. Makhfi
    Makhfi was the pen name of Mughal princess Zeb-un-Nissa, known for her Persian poetry and literary patronage in 17th-century India.
  • E. Deep Cover
    Deep Cover is a 1992 neo-noir crime thriller film in which an undercover cop infiltrates a Los Angeles drug cartel, noted for its gritty tone and Laurence Fishburne’s lead performance.
  • 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_69c008c95c5c819084bd3dd56133d84d completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c0638c43808190a375e9f29f2b2138 completed March 22, 2026, 9:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69c2445061a481909487fdb04c50493b completed March 24, 2026, 7:59 a.m.
NEDg Description generation batch_69c2a7b1406c8190a703297cf3dbafca completed March 24, 2026, 3:03 p.m.
NED2 Entity disambiguation (via description) batch_69c2a809cb1c81909aca6b1b70310e67 completed March 24, 2026, 3:04 p.m.
Created at: March 22, 2026, 4:25 p.m.