Triple
T13076278
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Joe Eszterhas |
E329583
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
The Devil’s Guide to Hollywood
The Devil’s Guide to Hollywood is a darkly comic, insider nonfiction book that skewers the film industry while offering blunt advice on screenwriting and surviving in Hollywood.
|
E1019398
|
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: The Devil’s Guide to Hollywood | Statement: [Joe Eszterhas, notableWork, The Devil’s Guide to Hollywood]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: The Devil’s Guide to Hollywood Context triple: [Joe Eszterhas, notableWork, The Devil’s Guide to Hollywood]
-
A.
The Devil Is a Busy Man
The Devil Is a Busy Man is a short story by David Foster Wallace, included in his collection "Brief Interviews with Hideous Men."
-
B.
Hollywood Liar
"Hollywood Liar" is a song featured on the album *Inside Story*, likely characterized by themes of deception and the darker side of fame.
-
C.
Hollywood Dirt
"Hollywood Dirt" is a romantic drama film produced and directed by Tosca Musk, adapted from Alessandra Torre’s bestselling novel about a small-town girl and a Hollywood star whose worlds collide during a movie shoot in rural Georgia.
-
D.
There Really Was a Hollywood
"There Really Was a Hollywood" is a memoir by actress Janet Leigh recounting her experiences and insights from the classic Hollywood era.
-
E.
The Devil Finds Work
The Devil Finds Work is a 1976 book-length essay by James Baldwin that blends memoir, film criticism, and social commentary to examine race, representation, and American cinema.
- 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: The Devil’s Guide to Hollywood Triple: [Joe Eszterhas, notableWork, The Devil’s Guide to Hollywood]
Generated description
The Devil’s Guide to Hollywood is a darkly comic, insider nonfiction book that skewers the film industry while offering blunt advice on screenwriting and surviving in Hollywood.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: The Devil’s Guide to Hollywood Target entity description: The Devil’s Guide to Hollywood is a darkly comic, insider nonfiction book that skewers the film industry while offering blunt advice on screenwriting and surviving in Hollywood.
-
A.
The Devil Is a Busy Man
The Devil Is a Busy Man is a short story by David Foster Wallace, included in his collection "Brief Interviews with Hideous Men."
-
B.
Hollywood Liar
"Hollywood Liar" is a song featured on the album *Inside Story*, likely characterized by themes of deception and the darker side of fame.
-
C.
Hollywood Dirt
"Hollywood Dirt" is a romantic drama film produced and directed by Tosca Musk, adapted from Alessandra Torre’s bestselling novel about a small-town girl and a Hollywood star whose worlds collide during a movie shoot in rural Georgia.
-
D.
There Really Was a Hollywood
"There Really Was a Hollywood" is a memoir by actress Janet Leigh recounting her experiences and insights from the classic Hollywood era.
-
E.
The Devil Finds Work
The Devil Finds Work is a 1976 book-length essay by James Baldwin that blends memoir, film criticism, and social commentary to examine race, representation, and American cinema.
- 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_69d80771749c81909a6d9197b9504872 |
completed | April 9, 2026, 8:09 p.m. |
| NER | Named-entity recognition | batch_69d98117209081908272021013df2222 |
completed | April 10, 2026, 11 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6d608a2288190bf07023a5303f887 |
completed | May 3, 2026, 4:58 a.m. |
| NEDg | Description generation | batch_69f6d6e326408190b7906c7ea8e3ef85 |
completed | May 3, 2026, 5:02 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f6d873b978819097962c82e8ffdac8 |
completed | May 3, 2026, 5:09 a.m. |
Created at: April 9, 2026, 9:01 p.m.