Triple
T17209750
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Antonio Campos |
E417692
|
entity |
| Predicate | coFounded |
P104
|
FINISHED |
| Object |
Borderline Films
Borderline Films is an independent film production company known for its psychologically intense, character-driven movies and collaborations among filmmakers like Antonio Campos.
|
E1255333
|
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: Borderline Films | Statement: [Antonio Campos, coFounded, Borderline Films]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Borderline Films Context triple: [Antonio Campos, coFounded, Borderline Films]
-
A.
Borderline Entertainment
Borderline Entertainment is a film and television production company known for developing genre-bending, character-driven series such as the adaptation of "The Umbrella Academy."
-
B.
Cruel and Unusual Films
Cruel and Unusual Films is a film production company co-founded by director Zack Snyder, known for producing several of his visually stylized action and superhero movies.
-
C.
B-movies
B-movies are low-budget, often genre-focused commercial films—frequently horror, sci-fi, or exploitation—that emphasize sensational content and have developed a lasting cult and artistic influence despite their modest production values.
-
D.
Fragile Films
Fragile Films is a British film production company known for backing independent and often offbeat feature films.
-
E.
Goddamn Films
Goddamn Films is a film and television production company known for its involvement in high-profile projects such as the Marvel series "Daredevil."
- 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: Borderline Films Triple: [Antonio Campos, coFounded, Borderline Films]
Generated description
Borderline Films is an independent film production company known for its psychologically intense, character-driven movies and collaborations among filmmakers like Antonio Campos.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Borderline Films Target entity description: Borderline Films is an independent film production company known for its psychologically intense, character-driven movies and collaborations among filmmakers like Antonio Campos.
-
A.
Borderline Entertainment
Borderline Entertainment is a film and television production company known for developing genre-bending, character-driven series such as the adaptation of "The Umbrella Academy."
-
B.
Cruel and Unusual Films
Cruel and Unusual Films is a film production company co-founded by director Zack Snyder, known for producing several of his visually stylized action and superhero movies.
-
C.
B-movies
B-movies are low-budget, often genre-focused commercial films—frequently horror, sci-fi, or exploitation—that emphasize sensational content and have developed a lasting cult and artistic influence despite their modest production values.
-
D.
Fragile Films
Fragile Films is a British film production company known for backing independent and often offbeat feature films.
-
E.
Goddamn Films
Goddamn Films is a film and television production company known for its involvement in high-profile projects such as the Marvel series "Daredevil."
- 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_69d886d779488190b131369541c04e7d |
completed | April 10, 2026, 5:12 a.m. |
| NER | Named-entity recognition | batch_69e42dc4792081909443df7937768ede |
completed | April 19, 2026, 1:20 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a015fe217308190b6ae1e98d0c421e4 |
completed | May 11, 2026, 4:49 a.m. |
| NEDg | Description generation | batch_6a0160e95f1481908058aed285968991 |
completed | May 11, 2026, 4:54 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a01617888ac8190af2a91a4bd28b402 |
completed | May 11, 2026, 4:56 a.m. |
Created at: April 10, 2026, 5:38 a.m.