Triple
T17265616
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Marla Singer |
E419118
|
entity |
| Predicate | firstAppearance |
P795
|
FINISHED |
| Object | Fight Club (1996 novel) |
E1042578
|
NE FINISHED |
How this triple was built (2 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: Fight Club (1996 novel) | Statement: [Marla Singer, firstAppearance, Fight Club (1996 novel)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Fight Club (1996 novel) Context triple: [Marla Singer, firstAppearance, Fight Club (1996 novel)]
-
A.
novel "Fight Club" (1996)
chosen
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.
-
B.
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.
-
C.
Fight Club franchise
The Fight Club franchise is a cult-favorite media series originating from Chuck Palahniuk’s novel and David Fincher’s film adaptation, centered on themes of identity, consumerism, and underground violence.
-
D.
The Narrator (Fight Club)
The Narrator (Fight Club) is the unnamed, insomnia-plagued protagonist of Chuck Palahniuk's novel and its film adaptation, whose fractured psyche manifests the anarchic alter ego Tyler Durden.
-
E.
Fight Club (film soundtrack)
Fight Club (film soundtrack) is the electronic, sample-heavy score composed by The Dust Brothers for David Fincher’s 1999 film "Fight Club," known for its dark, industrial, and experimental sound.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d886d9ab108190b70edd8d17aa1204 |
completed | April 10, 2026, 5:12 a.m. |
| NER | Named-entity recognition | batch_69e42f44ec7c81909a925fc8692b0a6c |
completed | April 19, 2026, 1:26 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a018c3ca3f08190b7da411a5638214e |
completed | May 11, 2026, 7:58 a.m. |
Created at: April 10, 2026, 5:40 a.m.