Triple
T17265640
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Marla Singer |
E419118
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object |
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.
|
E1259986
|
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: Fight Club franchise | Statement: [Marla Singer, partOf, Fight Club franchise]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Fight Club franchise Context triple: [Marla Singer, partOf, Fight Club franchise]
-
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.
film "Fight Club"
Fight Club is a 1999 psychological drama film directed by David Fincher that explores consumerism, identity, and masculinity through the formation of an underground fighting club that spirals into anarchic chaos.
-
C.
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.
-
D.
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.
-
E.
Red Band Society
Red Band Society is a dramedy television series about a group of hospitalized teenagers who form deep bonds while dealing with serious medical conditions.
- 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: Fight Club franchise Triple: [Marla Singer, partOf, Fight Club franchise]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Fight Club franchise Target entity description: 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.
-
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.
film "Fight Club"
Fight Club is a 1999 psychological drama film directed by David Fincher that explores consumerism, identity, and masculinity through the formation of an underground fighting club that spirals into anarchic chaos.
-
C.
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.
-
D.
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.
-
E.
Red Band Society
Red Band Society is a dramedy television series about a group of hospitalized teenagers who form deep bonds while dealing with serious medical conditions.
- 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_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_6a01794641648190a5db87ecb359c17a |
completed | May 11, 2026, 6:37 a.m. |
| NEDg | Description generation | batch_6a017abddcc48190872f77b62ac9896e |
completed | May 11, 2026, 6:44 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a017b7e72908190913215717fb04b0f |
completed | May 11, 2026, 6:47 a.m. |
Created at: April 10, 2026, 5:40 a.m.