Triple
T111324
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Charlie Hunnam |
E2252
|
entity |
| Predicate | workedWith |
P398
|
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: [Charlie Hunnam, workedWith, Guillermo del Toro]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Guillermo del Toro Context triple: [Charlie Hunnam, workedWith, 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.
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."
-
C.
Robert Rodriguez
Robert Rodriguez is an American filmmaker known for his stylish, action-driven movies such as "Desperado," "From Dusk Till Dawn," and the "Spy Kids" series, often made with a distinctive low-budget, DIY approach.
-
D.
Jennifer Lame
Jennifer Lame is an American film editor known for her frequent collaborations with prominent directors such as Christopher Nolan, including her work on the 2023 biographical thriller "Oppenheimer."
-
E.
Tim Burton
Tim Burton is an American filmmaker known for his darkly whimsical visual style and gothic fantasy films such as Beetlejuice, Edward Scissorhands, and The Nightmare Before Christmas.
- 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: workedWith Context triple: [Charlie Hunnam, workedWith, Guillermo del Toro]
-
A.
worksWith
chosen
Indicates that two entities collaborate or perform tasks together in a shared work-related context.
-
B.
workedAs
Indicates that an entity held a particular job, role, or position, performing work in that capacity.
-
C.
workedUnder
Indicates that one entity was hierarchically subordinate to and performed work under the supervision or authority of another entity.
-
D.
associatedWork
Indicates that there exists a related or connected work (such as a publication, creative piece, or project) that is meaningfully linked to the subject.
-
E.
influencedWork
Indicates that one work has had a significant impact on the creation, style, content, or development of another work.
- 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_69a24fcdaeb48190a2d796677e4b3281 |
completed | Feb. 28, 2026, 2:15 a.m. |
| NER | Named-entity recognition | batch_69a258b58efc8190959c86f73d67b744 |
completed | Feb. 28, 2026, 2:53 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a2b85e7e4881909322c67388d64247 |
completed | Feb. 28, 2026, 9:41 a.m. |
| PD | Predicate disambiguation | batch_69a25641058c8190b5b64509b35d8176 |
completed | Feb. 28, 2026, 2:43 a.m. |
Created at: Feb. 28, 2026, 2:20 a.m.