Triple
T16797011
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Forbidden Zone |
E408258
|
entity |
| Predicate | cinematographyBy |
P1953
|
FINISHED |
| Object |
Greg Hittleman
Greg Hittleman is a cinematographer best known for his work on the cult film "Forbidden Zone."
|
E1283123
|
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: Greg Hittleman | Statement: [Forbidden Zone, cinematographyBy, Greg Hittleman]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Greg Hittleman Context triple: [Forbidden Zone, cinematographyBy, Greg Hittleman]
-
A.
Ed Hartwell
Ed Hartwell is a former American football linebacker who played in the NFL, notably for the Baltimore Ravens and Atlanta Falcons.
-
B.
Cliff Hagan
Cliff Hagan is an American Hall of Fame basketball player best known for his scoring prowess with the St. Louis Hawks and later as a player-coach in the ABA.
-
C.
Melvin Hicks
Melvin Hicks is the employee whose discrimination claim led to the landmark U.S. Supreme Court case St. Mary’s Honor Center v. Hicks, which clarified the burden-shifting framework in employment discrimination law.
-
D.
Joe Hinton
Joe Hinton was an American soul and R&B singer of the 1960s best known for his hit rendition of “Funny How Time Slips Away.”
-
E.
Frank Hackett
Frank Hackett is a ruthless, ratings-obsessed television executive in the 1976 film "Network," emblematic of the media’s turn toward sensationalism and exploitation.
- 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: Greg Hittleman Triple: [Forbidden Zone, cinematographyBy, Greg Hittleman]
Generated description
Greg Hittleman is a cinematographer best known for his work on the cult film "Forbidden Zone."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Greg Hittleman Target entity description: Greg Hittleman is a cinematographer best known for his work on the cult film "Forbidden Zone."
-
A.
Ed Hartwell
Ed Hartwell is a former American football linebacker who played in the NFL, notably for the Baltimore Ravens and Atlanta Falcons.
-
B.
Cliff Hagan
Cliff Hagan is an American Hall of Fame basketball player best known for his scoring prowess with the St. Louis Hawks and later as a player-coach in the ABA.
-
C.
Melvin Hicks
Melvin Hicks is the employee whose discrimination claim led to the landmark U.S. Supreme Court case St. Mary’s Honor Center v. Hicks, which clarified the burden-shifting framework in employment discrimination law.
-
D.
Joe Hinton
Joe Hinton was an American soul and R&B singer of the 1960s best known for his hit rendition of “Funny How Time Slips Away.”
-
E.
Frank Hackett
Frank Hackett is a ruthless, ratings-obsessed television executive in the 1976 film "Network," emblematic of the media’s turn toward sensationalism and exploitation.
- 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_69d88393905081908d00a86b99996ac8 |
completed | April 10, 2026, 4:58 a.m. |
| NER | Named-entity recognition | batch_69e3b2aa1ff48190ab9b6750bc4d7974 |
completed | April 18, 2026, 4:34 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a02230ba38c819092134b16e522b67e |
completed | May 11, 2026, 6:42 p.m. |
| NEDg | Description generation | batch_6a022917326c81909fe6bf14f432109c |
completed | May 11, 2026, 7:08 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a022946053c8190a5e254704e30048d |
completed | May 11, 2026, 7:08 p.m. |
Created at: April 10, 2026, 5:22 a.m.