Triple

T6263800
Position Surface form Disambiguated ID Type / Status
Subject James Ellroy E140362 entity
Predicate notableWork P4 FINISHED
Object Lloyd Hopkins Trilogy
The Lloyd Hopkins Trilogy is a series of hard-boiled crime novels by James Ellroy featuring obsessive LAPD detective Lloyd Hopkins as he confronts brutal criminals and his own psychological demons in a dark, violent vision of Los Angeles.
E579881 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: Lloyd Hopkins Trilogy | Statement: [James Ellroy, notableWork, Lloyd Hopkins Trilogy]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Lloyd Hopkins Trilogy
Context triple: [James Ellroy, notableWork, Lloyd Hopkins Trilogy]
  • A. The Trilogy
    The Trilogy is a renowned series of three interlinked novels by Samuel Beckett that explore themes of identity, existence, and decay through experimental, minimalist prose.
  • B. The Troy Book
    The Troy Book is a lengthy 15th-century Middle English poem by John Lydgate that retells the story of the Trojan War, drawing on classical and medieval sources.
  • C. Sherston’s Progress
    Sherston’s Progress is the third volume of Siegfried Sassoon’s semi-autobiographical Sherston trilogy, chronicling his World War I experiences and evolving disillusionment with the war.
  • D. The Quigley
    The Quigley is a notorious water obstacle course at the U.S. Marine Corps Officer Candidates School, known for its muddy trenches, submerged passages, and physically demanding conditions.
  • E. Again the Three
    "Again the Three" is a novel in Edgar Wallace's "Just Men" crime series, continuing the adventures of a trio of vigilante protagonists.
  • 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: Lloyd Hopkins Trilogy
Triple: [James Ellroy, notableWork, Lloyd Hopkins Trilogy]
Generated description
The Lloyd Hopkins Trilogy is a series of hard-boiled crime novels by James Ellroy featuring obsessive LAPD detective Lloyd Hopkins as he confronts brutal criminals and his own psychological demons in a dark, violent vision of Los Angeles.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Lloyd Hopkins Trilogy
Target entity description: The Lloyd Hopkins Trilogy is a series of hard-boiled crime novels by James Ellroy featuring obsessive LAPD detective Lloyd Hopkins as he confronts brutal criminals and his own psychological demons in a dark, violent vision of Los Angeles.
  • A. The Trilogy
    The Trilogy is a renowned series of three interlinked novels by Samuel Beckett that explore themes of identity, existence, and decay through experimental, minimalist prose.
  • B. The Troy Book
    The Troy Book is a lengthy 15th-century Middle English poem by John Lydgate that retells the story of the Trojan War, drawing on classical and medieval sources.
  • C. Sherston’s Progress
    Sherston’s Progress is the third volume of Siegfried Sassoon’s semi-autobiographical Sherston trilogy, chronicling his World War I experiences and evolving disillusionment with the war.
  • D. The Quigley
    The Quigley is a notorious water obstacle course at the U.S. Marine Corps Officer Candidates School, known for its muddy trenches, submerged passages, and physically demanding conditions.
  • E. Again the Three
    "Again the Three" is a novel in Edgar Wallace's "Just Men" crime series, continuing the adventures of a trio of vigilante protagonists.
  • 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.