Triple
T3860670
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Chain Sword |
E90126
|
entity |
| Predicate | directorAssociated |
P46167
|
FINISHED |
| Object | Guillermo del Toro |
E6092
|
NE FINISHED |
How this triple was built (3 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: Guillermo del Toro | Statement: [Chain Sword, directorAssociated, Guillermo del Toro]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Guillermo del Toro Context triple: [Chain Sword, directorAssociated, Guillermo del Toro]
-
A.
Guillermo del Toro
chosen
Guillermo del Toro is an acclaimed Mexican filmmaker known for his visually rich, genre-blending fantasy and horror films such as Pan's Labyrinth and The Shape of Water.
-
B.
Alejandro G. Iñárritu
Alejandro G. Iñárritu is an acclaimed Mexican filmmaker known for his innovative narrative style and multiple Academy Award–winning films such as "Birdman" and "The Revenant."
-
C.
Alfonso Cuarón
Alfonso Cuarón is an acclaimed Mexican filmmaker known for directing visually innovative and award-winning films such as "Gravity," "Children of Men," and "Roma."
-
D.
J. A. Bayona
J. A. Bayona is a Spanish film director known for visually striking, emotionally intense works such as "The Orphanage," "The Impossible," and "A Monster Calls."
-
E.
Guillermo Arriaga
Guillermo Arriaga is a Mexican screenwriter, director, and novelist best known for his nonlinear, multi-strand narratives in films such as "Amores Perros," "21 Grams," and "Babel."
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: directorAssociated Context triple: [Chain Sword, directorAssociated, Guillermo del Toro]
-
A.
directorSince
Indicates that one entity has held the role of director for another entity starting from a specified point in time.
-
B.
filmDirectorOfAssociatedWork
chosen
Indicates that a person serves as the director of the specified creative work (such as a film or related audiovisual production).
-
C.
filmDirectorWorkedWith
Indicates that a film director has collaborated professionally with another person on one or more film projects.
-
D.
filmDirectorOfAppearance
Indicates that a person served as the director for a specific appearance or segment within a film or audiovisual work.
-
E.
director
Indicates that one entity serves as the director (creative or managerial leader) of another entity, such as a film, organization, or project.
- F. None of above.
Provenance (4 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_69aed95b3c088190a8f85d19e6070599 |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aeec212a1c8190aba6311630c3fd3e |
completed | March 9, 2026, 3:49 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b512348fe88190b5ae942809732b76 |
completed | March 14, 2026, 7:45 a.m. |
| PD | Predicate disambiguation | batch_69aee752c8a48190a670f73ed0bf1e61 |
completed | March 9, 2026, 3:29 p.m. |
Created at: March 9, 2026, 3:19 p.m.