Triple
T16161629
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Leo (2023 film) |
E392192
|
entity |
| Predicate | writer |
P1360
|
FINISHED |
| Object |
Paul Sado
Paul Sado is a screenwriter and filmmaker known for co-writing the 2023 film "Leo" and collaborating on various character-driven drama and comedy projects.
|
E1199801
|
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: Paul Sado | Statement: [Leo (2023 film), writer, Paul Sado]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Paul Sado Context triple: [Leo (2023 film), writer, Paul Sado]
-
A.
Paul Sado
Paul Sado is a screenwriter known for co-writing the Adam Sandler comedy film "Sandy Wexler."
-
B.
Jerry Brudos
Jerry Brudos was an American serial killer active in the late 1960s, known for murdering women in Oregon and for his fetishistic crimes involving women's shoes and clothing.
-
C.
Adam Sors
Adam Sors is the central protagonist of the historical drama film "Sunshine," whose life and family saga trace the turbulent political and social upheavals of 20th-century Hungary.
-
D.
Adrian Niman
Adrian Niman is a chef and restaurateur best known as the founder of the Toronto-based catering company The Food Dudes.
-
E.
Stephen Rojack
Stephen Rojack is the psychologically tormented, war-hero-turned-TV-personality at the center of Norman Mailer’s novel "An American Dream," whose violent actions and moral unraveling drive the book’s exploration of guilt, power, and existential crisis.
- 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: Paul Sado Triple: [Leo (2023 film), writer, Paul Sado]
Generated description
Paul Sado is a screenwriter and filmmaker known for co-writing the 2023 film "Leo" and collaborating on various character-driven drama and comedy projects.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Paul Sado Target entity description: Paul Sado is a screenwriter and filmmaker known for co-writing the 2023 film "Leo" and collaborating on various character-driven drama and comedy projects.
-
A.
Paul Sado
Paul Sado is a screenwriter known for co-writing the Adam Sandler comedy film "Sandy Wexler."
-
B.
Jerry Brudos
Jerry Brudos was an American serial killer active in the late 1960s, known for murdering women in Oregon and for his fetishistic crimes involving women's shoes and clothing.
-
C.
Adam Sors
Adam Sors is the central protagonist of the historical drama film "Sunshine," whose life and family saga trace the turbulent political and social upheavals of 20th-century Hungary.
-
D.
Adrian Niman
Adrian Niman is a chef and restaurateur best known as the founder of the Toronto-based catering company The Food Dudes.
-
E.
Stephen Rojack
Stephen Rojack is the psychologically tormented, war-hero-turned-TV-personality at the center of Norman Mailer’s novel "An American Dream," whose violent actions and moral unraveling drive the book’s exploration of guilt, power, and existential crisis.
- 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_69d87f1d32208190942e4e499a80c18c |
completed | April 10, 2026, 4:39 a.m. |
| NER | Named-entity recognition | batch_69e21e5ffba88190b9dc7bb9afb6fdf2 |
completed | April 17, 2026, 11:49 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fffef96a088190a1c1728288a9c4ef |
completed | May 10, 2026, 3:43 a.m. |
| NEDg | Description generation | batch_6a000314d288819099ca1e95124e2c12 |
completed | May 10, 2026, 4:01 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0004568ca08190bac451cf334ceac1 |
completed | May 10, 2026, 4:06 a.m. |
Created at: April 10, 2026, 5:02 a.m.