Triple
T14653367
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ghoulies |
E344047
|
entity |
| Predicate | director |
P255
|
FINISHED |
| Object |
Luca Bercovici
Luca Bercovici is an American filmmaker and actor best known for his work in 1980s horror cinema, including directing the cult creature feature "Ghoulies."
|
E1111993
|
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: Luca Bercovici | Statement: [Ghoulies, director, Luca Bercovici]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Luca Bercovici Context triple: [Ghoulies, director, Luca Bercovici]
-
A.
Mario Hezonja
Mario Hezonja is a Croatian professional basketball player known for his athletic wing play and stints in both the NBA and top European leagues.
-
B.
Luca Calvani
Luca Calvani is an Italian actor known for his work in film, television, and theater, including roles in international productions.
-
C.
Luca Villani
Luca Villani is an individual notable enough to be recognized as a bearer of the surname Villani, though specific widely known public details about him are not clearly established.
-
D.
Bojan Bazelli
Bojan Bazelli is a renowned cinematographer known for his visually striking and atmospheric work on films such as "Spectral," "A Cure for Wellness," and collaborations with directors like Gore Verbinski.
-
E.
Matteo Rossi
Matteo Rossi is a common Italian personal name that may refer to multiple individuals across fields such as sports, arts, or public life.
- 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: Luca Bercovici Triple: [Ghoulies, director, Luca Bercovici]
Generated description
Luca Bercovici is an American filmmaker and actor best known for his work in 1980s horror cinema, including directing the cult creature feature "Ghoulies."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Luca Bercovici Target entity description: Luca Bercovici is an American filmmaker and actor best known for his work in 1980s horror cinema, including directing the cult creature feature "Ghoulies."
-
A.
Mario Hezonja
Mario Hezonja is a Croatian professional basketball player known for his athletic wing play and stints in both the NBA and top European leagues.
-
B.
Luca Calvani
Luca Calvani is an Italian actor known for his work in film, television, and theater, including roles in international productions.
-
C.
Luca Villani
Luca Villani is an individual notable enough to be recognized as a bearer of the surname Villani, though specific widely known public details about him are not clearly established.
-
D.
Bojan Bazelli
Bojan Bazelli is a renowned cinematographer known for his visually striking and atmospheric work on films such as "Spectral," "A Cure for Wellness," and collaborations with directors like Gore Verbinski.
-
E.
Matteo Rossi
Matteo Rossi is a common Italian personal name that may refer to multiple individuals across fields such as sports, arts, or public life.
- 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_69d822e1a2cc81908e5bb93cf61ce3cc |
completed | April 9, 2026, 10:06 p.m. |
| NER | Named-entity recognition | batch_69deb518f7dc8190877997ea4cd3eed2 |
completed | April 14, 2026, 9:43 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fdd5db85648190b0e5b1c0827fa9f4 |
completed | May 8, 2026, 12:23 p.m. |
| NEDg | Description generation | batch_69fdd6ed699c8190919677dcdf2d24d9 |
completed | May 8, 2026, 12:28 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69fdd79198108190a3e640eca97b082b |
completed | May 8, 2026, 12:31 p.m. |
Created at: April 10, 2026, 1:27 a.m.