Triple
T3341900
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Less Than Zero |
E70277
|
entity |
| Predicate | cinematographer |
P1953
|
FINISHED |
| Object |
Edward Lachman
Edward Lachman is an acclaimed American cinematographer known for his distinctive visual style and collaborations on films such as "Far from Heaven," "Carol," and "The Virgin Suicides."
|
E349910
|
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: Edward Lachman | Statement: [Less Than Zero, cinematographer, Edward Lachman]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Edward Lachman Context triple: [Less Than Zero, cinematographer, Edward Lachman]
-
A.
Roger Christian
Roger Christian was an American ice hockey player from Warroad, Minnesota, best known for winning a gold medal with the U.S. national team at the 1960 Winter Olympics.
-
B.
Miguel Sapochnik
Miguel Sapochnik is a British film and television director best known for his work on high-profile projects like "Game of Thrones," where he directed several of the series' most acclaimed battle episodes.
-
C.
Darius Khondji
Darius Khondji is an acclaimed French-Iranian cinematographer known for his visually distinctive work on films such as Seven, Delicatessen, and The City of Lost Children.
-
D.
John Toll
John Toll is an acclaimed American cinematographer known for his visually striking work on numerous major films, including "The Adjustment Bureau."
-
E.
Emmanuel Lubezki
Emmanuel Lubezki is a renowned Mexican cinematographer celebrated for his innovative use of natural light and long takes in films such as Gravity, Birdman, and The Revenant, for which he won consecutive Academy Awards.
- 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: Edward Lachman Triple: [Less Than Zero, cinematographer, Edward Lachman]
Generated description
Edward Lachman is an acclaimed American cinematographer known for his distinctive visual style and collaborations on films such as "Far from Heaven," "Carol," and "The Virgin Suicides."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Edward Lachman Target entity description: Edward Lachman is an acclaimed American cinematographer known for his distinctive visual style and collaborations on films such as "Far from Heaven," "Carol," and "The Virgin Suicides."
-
A.
Roger Christian
Roger Christian was an American ice hockey player from Warroad, Minnesota, best known for winning a gold medal with the U.S. national team at the 1960 Winter Olympics.
-
B.
Miguel Sapochnik
Miguel Sapochnik is a British film and television director best known for his work on high-profile projects like "Game of Thrones," where he directed several of the series' most acclaimed battle episodes.
-
C.
Darius Khondji
Darius Khondji is an acclaimed French-Iranian cinematographer known for his visually distinctive work on films such as Seven, Delicatessen, and The City of Lost Children.
-
D.
John Toll
John Toll is an acclaimed American cinematographer known for his visually striking work on numerous major films, including "The Adjustment Bureau."
-
E.
Emmanuel Lubezki
Emmanuel Lubezki is a renowned Mexican cinematographer celebrated for his innovative use of natural light and long takes in films such as Gravity, Birdman, and The Revenant, for which he won consecutive Academy Awards.
- 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_69ad85a405e48190b6e68de7cf9f319e |
completed | March 8, 2026, 2:20 p.m. |
| NER | Named-entity recognition | batch_69adb1ee711481909c0d921f1b5b8562 |
completed | March 8, 2026, 5:29 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b31a946ba88190bd40ba7481baf28d |
completed | March 12, 2026, 7:57 p.m. |
| NEDg | Description generation | batch_69b31c3aaba48190b203e344d71080f3 |
completed | March 12, 2026, 8:04 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b31da28a04819096e7ced5f123592a |
completed | March 12, 2026, 8:10 p.m. |
Created at: March 8, 2026, 3:12 p.m.