Triple
T111202
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ramin Djawadi |
E2250
|
entity |
| Predicate | collaboratedWith |
P435
|
FINISHED |
| Object |
David Benioff
David Benioff is an American writer, producer, and showrunner best known as the co-creator of the television series "Game of Thrones."
|
E12178
|
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: David Benioff | Statement: [Ramin Djawadi, collaboratedWith, David Benioff]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: David Benioff Context triple: [Ramin Djawadi, collaboratedWith, David Benioff]
-
A.
Lynne Benioff
Lynne Benioff is an American philanthropist and civic leader known for her work in healthcare, education, and community initiatives, often in partnership with her husband, Salesforce CEO Marc Benioff.
-
B.
Charles Roven
Charles Roven is an American film producer known for his work on major Hollywood blockbusters, including Christopher Nolan’s films such as Oppenheimer and The Dark Knight trilogy.
-
C.
Hoyte van Hoytema
Hoyte van Hoytema is a renowned Dutch-Swedish cinematographer known for his visually striking work on major films such as Interstellar, Dunkirk, Tenet, and Oppenheimer.
-
D.
George Lucas
George Lucas is an American filmmaker and entrepreneur best known as the creator of the Star Wars and Indiana Jones franchises and the founder of Lucasfilm.
-
E.
Valeria Wasserman
Valeria Wasserman is a Brazilian linguist and translator best known as the wife of renowned intellectual Noam Chomsky.
- 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: David Benioff Triple: [Ramin Djawadi, collaboratedWith, David Benioff]
Generated description
David Benioff is an American writer, producer, and showrunner best known as the co-creator of the television series "Game of Thrones."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: David Benioff Target entity description: David Benioff is an American writer, producer, and showrunner best known as the co-creator of the television series "Game of Thrones."
-
A.
Lynne Benioff
Lynne Benioff is an American philanthropist and civic leader known for her work in healthcare, education, and community initiatives, often in partnership with her husband, Salesforce CEO Marc Benioff.
-
B.
Charles Roven
Charles Roven is an American film producer known for his work on major Hollywood blockbusters, including Christopher Nolan’s films such as Oppenheimer and The Dark Knight trilogy.
-
C.
Hoyte van Hoytema
Hoyte van Hoytema is a renowned Dutch-Swedish cinematographer known for his visually striking work on major films such as Interstellar, Dunkirk, Tenet, and Oppenheimer.
-
D.
George Lucas
George Lucas is an American filmmaker and entrepreneur best known as the creator of the Star Wars and Indiana Jones franchises and the founder of Lucasfilm.
-
E.
Valeria Wasserman
Valeria Wasserman is a Brazilian linguist and translator best known as the wife of renowned intellectual Noam Chomsky.
- 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_69a24fcdaeb48190a2d796677e4b3281 |
completed | Feb. 28, 2026, 2:15 a.m. |
| NER | Named-entity recognition | batch_69a256ec650c8190bee2067e37065527 |
completed | Feb. 28, 2026, 2:46 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a2850039588190a5f3ec0ba1b3cdda |
completed | Feb. 28, 2026, 6:02 a.m. |
| NEDg | Description generation | batch_69a2861e7b8481909d1173ac577f324c |
completed | Feb. 28, 2026, 6:07 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a2874caf108190ad02d9b2e2f6b646 |
completed | Feb. 28, 2026, 6:12 a.m. |
Created at: Feb. 28, 2026, 2:20 a.m.