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.