Triple
T2644680
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Emmanuel Lubezki |
E62955
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Lauren Lubezki
Lauren Lubezki is known as the spouse of acclaimed Mexican cinematographer Emmanuel "Chivo" Lubezki.
|
E10484
|
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: Lauren Lubezki | Statement: [Emmanuel Lubezki, spouse, Lauren Lubezki]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lauren Lubezki Context triple: [Emmanuel Lubezki, spouse, Lauren Lubezki]
-
A.
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.
-
B.
Roger Deakins
Roger Deakins is an acclaimed British cinematographer renowned for his visually striking work on numerous major films, including collaborations with the Coen brothers, Sam Mendes, and Denis Villeneuve.
-
C.
Ellen Kuras
Ellen Kuras is an acclaimed American cinematographer known for her innovative visual style on films such as "Eternal Sunshine of the Spotless Mind" and numerous documentaries.
-
D.
Robert Elswit
Robert Elswit is an American cinematographer renowned for his visually distinctive work on films such as "There Will Be Blood," "Nightcrawler," and numerous collaborations with director Paul Thomas Anderson.
-
E.
Alex Gansa
Alex Gansa is an American television writer and producer best known for co-creating and showrunning the acclaimed political thriller series "Homeland."
- 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: Lauren Lubezki Triple: [Emmanuel Lubezki, spouse, Lauren Lubezki]
Generated description
Lauren Lubezki is known as the spouse of acclaimed Mexican cinematographer Emmanuel "Chivo" Lubezki.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Lauren Lubezki Target entity description: Lauren Lubezki is known as the spouse of acclaimed Mexican cinematographer Emmanuel "Chivo" Lubezki.
-
A.
Emmanuel Lubezki
chosen
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.
-
B.
Roger Deakins
Roger Deakins is an acclaimed British cinematographer renowned for his visually striking work on numerous major films, including collaborations with the Coen brothers, Sam Mendes, and Denis Villeneuve.
-
C.
Ellen Kuras
Ellen Kuras is an acclaimed American cinematographer known for her innovative visual style on films such as "Eternal Sunshine of the Spotless Mind" and numerous documentaries.
-
D.
Robert Elswit
Robert Elswit is an American cinematographer renowned for his visually distinctive work on films such as "There Will Be Blood," "Nightcrawler," and numerous collaborations with director Paul Thomas Anderson.
-
E.
Alex Gansa
Alex Gansa is an American television writer and producer best known for co-creating and showrunning the acclaimed political thriller series "Homeland."
- F. None of above.
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_69ab4c3f2dcc819082df80f5e032f690 |
completed | March 6, 2026, 9:50 p.m. |
| NER | Named-entity recognition | batch_69abd917192081908e7a2cf780a17b83 |
completed | March 7, 2026, 7:51 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69afa050cc408190b2fa81a0f2da06eb |
completed | March 10, 2026, 4:38 a.m. |
| NEDg | Description generation | batch_69afa09767f88190a85373ddd2289dd4 |
completed | March 10, 2026, 4:39 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69afa14d114c81908cc3bad5935a24b6 |
completed | March 10, 2026, 4:42 a.m. |
Created at: March 6, 2026, 9:53 p.m.