Triple
T11168823
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | The Machinist |
E264223
|
entity |
| Predicate | producer |
P490
|
FINISHED |
| Object |
Julio Fernández
Julio Fernández is a film producer best known for his work on the psychological thriller "The Machinist."
|
E952130
|
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: Julio Fernández | Statement: [The Machinist, producer, Julio Fernández]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Julio Fernández Context triple: [The Machinist, producer, Julio Fernández]
-
A.
Raúl Ferrera
Raúl Ferrera is a Mexican architect best known for designing the iconic Faro del Comercio monument in Monterrey.
-
B.
Arturo Román
Arturo Román is a fictional executive and recurring antagonist from the Spanish television series "Money Heist" (La Casa de Papel), known for his cowardly and self-serving behavior during the Royal Mint heist.
-
C.
Esteban Vicente
Esteban Vicente was a Spanish-born American abstract expressionist painter and collage artist associated with the New York School.
-
D.
Gustavo Larrea
Gustavo Larrea is an Ecuadorian politician who has held high-level government positions, including leadership roles in the national security and defense sector.
-
E.
Eliseo González
Eliseo González is a child of the acclaimed Mexican filmmaker Alejandro G. Iñárritu.
- 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: Julio Fernández Triple: [The Machinist, producer, Julio Fernández]
Generated description
Julio Fernández is a film producer best known for his work on the psychological thriller "The Machinist."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Julio Fernández Target entity description: Julio Fernández is a film producer best known for his work on the psychological thriller "The Machinist."
-
A.
Raúl Ferrera
Raúl Ferrera is a Mexican architect best known for designing the iconic Faro del Comercio monument in Monterrey.
-
B.
Arturo Román
Arturo Román is a fictional executive and recurring antagonist from the Spanish television series "Money Heist" (La Casa de Papel), known for his cowardly and self-serving behavior during the Royal Mint heist.
-
C.
Esteban Vicente
Esteban Vicente was a Spanish-born American abstract expressionist painter and collage artist associated with the New York School.
-
D.
Gustavo Larrea
Gustavo Larrea is an Ecuadorian politician who has held high-level government positions, including leadership roles in the national security and defense sector.
-
E.
Eliseo González
Eliseo González is a child of the acclaimed Mexican filmmaker Alejandro G. Iñárritu.
- 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_69d6aa9dafac8190bd90d2c74f661aa7 |
completed | April 8, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69d7e8952e248190b0751669e8c960b7 |
completed | April 9, 2026, 5:57 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f28053fe08819099e848cd74b989a0 |
completed | April 29, 2026, 10:04 p.m. |
| NEDg | Description generation | batch_69f40b2d0a388190a11a0e2d806e310b |
completed | May 1, 2026, 2:08 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f40deb4eec8190a8fe1aa59b1514e6 |
completed | May 1, 2026, 2:20 a.m. |
Created at: April 8, 2026, 9:29 p.m.