Triple
T16056420
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Deadly Impact |
E389491
|
entity |
| Predicate | hasDirectorBackground |
P121449
|
FINISHED |
| Object |
Robert Kurtzman is a special effects veteran.
Robert Kurtzman is an American special effects artist, director, and producer known for his influential work in horror and genre films.
|
E1191966
|
NE FINISHED |
How this triple was built (5 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: Robert Kurtzman is a special effects veteran. | Statement: [Deadly Impact, hasDirectorBackground, Robert Kurtzman is a special effects veteran.]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Robert Kurtzman is a special effects veteran. Context triple: [Deadly Impact, hasDirectorBackground, Robert Kurtzman is a special effects veteran.]
-
A.
Dennis Muren
Dennis Muren is a pioneering visual effects artist and supervisor, best known for his groundbreaking work on films like Star Wars, E.T., and Jurassic Park, and for holding a record number of Oscars in visual effects.
-
B.
Douglas Trumbull
Douglas Trumbull was a pioneering visual effects artist and filmmaker renowned for his groundbreaking work on science fiction films such as "2001: A Space Odyssey," "Close Encounters of the Third Kind," and "Blade Runner."
-
C.
John Dykstra
John Dykstra is a pioneering visual effects artist and supervisor renowned for his groundbreaking work on films like "Star Wars" and "Spider-Man," which helped revolutionize modern cinematic special effects.
-
D.
Phil Tippett
Phil Tippett is an acclaimed American visual effects supervisor and stop-motion animator renowned for his groundbreaking creature and character work on films such as Star Wars, Jurassic Park, and RoboCop.
-
E.
Rick Baker
Rick Baker is an acclaimed American special makeup effects artist renowned for his groundbreaking creature and monster designs in films such as An American Werewolf in London and Men in Black.
- 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: Robert Kurtzman is a special effects veteran. Triple: [Deadly Impact, hasDirectorBackground, Robert Kurtzman is a special effects veteran.]
Generated description
Robert Kurtzman is an American special effects artist, director, and producer known for his influential work in horror and genre films.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Robert Kurtzman is a special effects veteran. Target entity description: Robert Kurtzman is an American special effects artist, director, and producer known for his influential work in horror and genre films.
-
A.
Dennis Muren
Dennis Muren is a pioneering visual effects artist and supervisor, best known for his groundbreaking work on films like Star Wars, E.T., and Jurassic Park, and for holding a record number of Oscars in visual effects.
-
B.
Douglas Trumbull
Douglas Trumbull was a pioneering visual effects artist and filmmaker renowned for his groundbreaking work on science fiction films such as "2001: A Space Odyssey," "Close Encounters of the Third Kind," and "Blade Runner."
-
C.
John Dykstra
John Dykstra is a pioneering visual effects artist and supervisor renowned for his groundbreaking work on films like "Star Wars" and "Spider-Man," which helped revolutionize modern cinematic special effects.
-
D.
Phil Tippett
Phil Tippett is an acclaimed American visual effects supervisor and stop-motion animator renowned for his groundbreaking creature and character work on films such as Star Wars, Jurassic Park, and RoboCop.
-
E.
Rick Baker
Rick Baker is an acclaimed American special makeup effects artist renowned for his groundbreaking creature and monster designs in films such as An American Werewolf in London and Men in Black.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasDirectorBackground Context triple: [Deadly Impact, hasDirectorBackground, Robert Kurtzman is a special effects veteran.]
-
A.
hasDirectorInKeyWork
Indicates that a director is associated with a key or primary work of an entity (such as a film, series, or major production).
-
B.
hasDirectorStar
Indicates that a person both directed and starred in the same work (e.g., film, show, or production).
-
C.
hasDirectorCameo
Indicates that the director of a work appears in a cameo role within that same work.
-
D.
hasFounderBackground
Indicates that an entity has a founder whose background (such as experience, education, or prior roles) matches a specified profile or characteristic.
-
E.
hasAuthorBackgroundIn
Indicates that an author possesses a particular background, such as education, experience, or expertise, in a specified field or domain.
- F. None of above. chosen
Provenance (7 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_69d86dae698881908327ef2d67706cb9 |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e1858a00888190b8505071575dc56f |
completed | April 17, 2026, 12:57 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ffdbe49bd0819088e25de082184133 |
completed | May 10, 2026, 1:14 a.m. |
| NEDg | Description generation | batch_69ffde320f748190b7abf6ad4cc81ed9 |
completed | May 10, 2026, 1:24 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ffdec2dd18819092882485ae2baabe |
completed | May 10, 2026, 1:26 a.m. |
| PD | Predicate disambiguation | batch_69e18272f2288190a17d45fb01cc2b07 |
completed | April 17, 2026, 12:44 a.m. |
| PDg | Predicate description generation | batch_69e185879c10819080a18e24969b5a6d |
completed | April 17, 2026, 12:57 a.m. |
Created at: April 10, 2026, 4:56 a.m.