Triple
T13472498
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tyler Durden |
E318162
|
entity |
| Predicate | introducedIn |
P513
|
FINISHED |
| Object |
novel "Fight Club" (1996)
The 1996 novel "Fight Club" is a transgressive work by Chuck Palahniuk that follows an unnamed narrator drawn into an underground fighting cult and anarchic anti-consumerist movement led by the charismatic Tyler Durden.
|
E1042578
|
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: novel "Fight Club" (1996) | Statement: [Tyler Durden, introducedIn, novel "Fight Club" (1996)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: novel "Fight Club" (1996) Context triple: [Tyler Durden, introducedIn, novel "Fight Club" (1996)]
-
A.
Fight Club
Fight Club is a 1999 cult classic psychological drama film directed by David Fincher, based on Chuck Palahniuk’s novel, that explores consumerism, identity, and masculinity through the formation of an underground fighting club.
-
B.
American Psycho (novel)
American Psycho (novel) is Bret Easton Ellis’s controversial 1991 satirical horror novel that follows wealthy Wall Street banker and serial killer Patrick Bateman, exploring themes of consumerism, violence, and moral emptiness in 1980s Manhattan.
-
C.
American Psycho
American Psycho is a 2000 satirical psychological horror film, based on Bret Easton Ellis’s novel, that follows wealthy New York investment banker and secret serial killer Patrick Bateman.
-
D.
Just Like a Movie (novel)
Just Like a Movie is a contemporary English-language novel by Roger Bowen, typically used in educational contexts for its accessible style and engaging, film-themed storyline.
-
E.
Ubik
Ubik is a 1969 science fiction novel by Philip K. Dick that explores reality, perception, and corporate intrigue in a surreal, shifting future world.
- 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: novel "Fight Club" (1996) Triple: [Tyler Durden, introducedIn, novel "Fight Club" (1996)]
Generated description
The 1996 novel "Fight Club" is a transgressive work by Chuck Palahniuk that follows an unnamed narrator drawn into an underground fighting cult and anarchic anti-consumerist movement led by the charismatic Tyler Durden.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: novel "Fight Club" (1996) Target entity description: The 1996 novel "Fight Club" is a transgressive work by Chuck Palahniuk that follows an unnamed narrator drawn into an underground fighting cult and anarchic anti-consumerist movement led by the charismatic Tyler Durden.
-
A.
Fight Club
Fight Club is a 1999 cult classic psychological drama film directed by David Fincher, based on Chuck Palahniuk’s novel, that explores consumerism, identity, and masculinity through the formation of an underground fighting club.
-
B.
American Psycho (novel)
American Psycho (novel) is Bret Easton Ellis’s controversial 1991 satirical horror novel that follows wealthy Wall Street banker and serial killer Patrick Bateman, exploring themes of consumerism, violence, and moral emptiness in 1980s Manhattan.
-
C.
American Psycho
American Psycho is a 2000 satirical psychological horror film, based on Bret Easton Ellis’s novel, that follows wealthy New York investment banker and secret serial killer Patrick Bateman.
-
D.
Just Like a Movie (novel)
Just Like a Movie is a contemporary English-language novel by Roger Bowen, typically used in educational contexts for its accessible style and engaging, film-themed storyline.
-
E.
Ubik
Ubik is a 1969 science fiction novel by Philip K. Dick that explores reality, perception, and corporate intrigue in a surreal, shifting future world.
- 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_69d806b6bfec819089222715b2e86c8e |
completed | April 9, 2026, 8:06 p.m. |
| NER | Named-entity recognition | batch_69dbaf22e5f88190b1078f006c8ef7c0 |
completed | April 12, 2026, 2:41 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f7462d97688190b5b817fff5973ceb |
completed | May 3, 2026, 12:57 p.m. |
| NEDg | Description generation | batch_69f74b294e548190a34120a99be38ed2 |
completed | May 3, 2026, 1:18 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f74b8ed66081909cfba73e4c2667a4 |
completed | May 3, 2026, 1:20 p.m. |
Created at: April 9, 2026, 9:42 p.m.