Triple
T3787034
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | The Tomorrow War |
E85552
|
entity |
| Predicate | screenwriter |
P2831
|
FINISHED |
| Object |
Zach Dean
Zach Dean is an American screenwriter best known for writing the sci-fi action film "The Tomorrow War."
|
E394337
|
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: Zach Dean | Statement: [The Tomorrow War, screenwriter, Zach Dean]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Zach Dean Context triple: [The Tomorrow War, screenwriter, Zach Dean]
-
A.
Anthony Zerbe
Anthony Zerbe is an American character actor known for his intense, often villainous roles in film and television, including appearances in projects like "See No Evil, Hear No Evil," "The Omega Man," and the James Bond film "Licence to Kill."
-
B.
Zane Holtz
Zane Holtz is a Canadian actor best known for his role as Richie Gecko in the television adaptation of "From Dusk Till Dawn."
-
C.
Travis Goff
Travis Goff is a college athletics administrator who serves as the athletic director at the University of Kansas, overseeing the Jayhawks’ sports programs.
-
D.
Heath Shuler
Heath Shuler is a former NFL quarterback who later served as a Democratic U.S. Representative for North Carolina’s 11th congressional district.
-
E.
Zach Shields
Zach Shields is an American screenwriter and filmmaker known for co-writing major monster movies such as "Godzilla vs. Kong."
- 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: Zach Dean Triple: [The Tomorrow War, screenwriter, Zach Dean]
Generated description
Zach Dean is an American screenwriter best known for writing the sci-fi action film "The Tomorrow War."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Zach Dean Target entity description: Zach Dean is an American screenwriter best known for writing the sci-fi action film "The Tomorrow War."
-
A.
Anthony Zerbe
Anthony Zerbe is an American character actor known for his intense, often villainous roles in film and television, including appearances in projects like "See No Evil, Hear No Evil," "The Omega Man," and the James Bond film "Licence to Kill."
-
B.
Zane Holtz
Zane Holtz is a Canadian actor best known for his role as Richie Gecko in the television adaptation of "From Dusk Till Dawn."
-
C.
Travis Goff
Travis Goff is a college athletics administrator who serves as the athletic director at the University of Kansas, overseeing the Jayhawks’ sports programs.
-
D.
Heath Shuler
Heath Shuler is a former NFL quarterback who later served as a Democratic U.S. Representative for North Carolina’s 11th congressional district.
-
E.
Zach Shields
Zach Shields is an American screenwriter and filmmaker known for co-writing major monster movies such as "Godzilla vs. Kong."
- 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_69aed937fa8881908208ef3801060826 |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aee42e430081908d032dcdcef20fc5 |
completed | March 9, 2026, 3:15 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5121874e8819088f79e1cf771a73a |
completed | March 14, 2026, 7:45 a.m. |
| NEDg | Description generation | batch_69b512e3721c8190accd26499191c153 |
completed | March 14, 2026, 7:48 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b513618b888190acda94dcc91d24d2 |
completed | March 14, 2026, 7:50 a.m. |
Created at: March 9, 2026, 3:13 p.m.