Triple
T10722253
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bernardo O'Reilly |
E252849
|
entity |
| Predicate | createdBy |
P806
|
FINISHED |
| Object |
screenwriter William Roberts
William Roberts was an American screenwriter best known for writing the screenplay for the classic Western film "The Magnificent Seven."
|
E882181
|
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: screenwriter William Roberts | Statement: [Bernardo O'Reilly, createdBy, screenwriter William Roberts]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: screenwriter William Roberts Context triple: [Bernardo O'Reilly, createdBy, screenwriter William Roberts]
-
A.
Eric Heisserer
Eric Heisserer is an American screenwriter, producer, and comic book writer best known for his work on films like "Arrival" and for creating the Netflix series "Shadow and Bone."
-
B.
Frank Mankiewicz
Frank Mankiewicz was an American journalist, political strategist, and public relations executive best known for his prominent roles in Democratic politics and media, including serving as president of National Public Radio.
-
C.
Chris Terrio
Chris Terrio is an American screenwriter and director best known for his Academy Award–winning screenplay for the film "Argo" and his work on major franchise films like "Batman v Superman: Dawn of Justice" and "Star Wars: The Rise of Skywalker."
-
D.
Robert Towne
Robert Towne is an acclaimed American screenwriter and director best known for writing the Oscar-winning screenplay for "Chinatown" and contributing to several other landmark films of the New Hollywood era.
-
E.
Frank Pierson
Frank Pierson was an American screenwriter and director best known for his Oscar-winning work on films such as "Dog Day Afternoon" and "Cool Hand Luke."
- 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: screenwriter William Roberts Triple: [Bernardo O'Reilly, createdBy, screenwriter William Roberts]
Generated description
William Roberts was an American screenwriter best known for writing the screenplay for the classic Western film "The Magnificent Seven."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: screenwriter William Roberts Target entity description: William Roberts was an American screenwriter best known for writing the screenplay for the classic Western film "The Magnificent Seven."
-
A.
Eric Heisserer
Eric Heisserer is an American screenwriter, producer, and comic book writer best known for his work on films like "Arrival" and for creating the Netflix series "Shadow and Bone."
-
B.
Frank Mankiewicz
Frank Mankiewicz was an American journalist, political strategist, and public relations executive best known for his prominent roles in Democratic politics and media, including serving as president of National Public Radio.
-
C.
Chris Terrio
Chris Terrio is an American screenwriter and director best known for his Academy Award–winning screenplay for the film "Argo" and his work on major franchise films like "Batman v Superman: Dawn of Justice" and "Star Wars: The Rise of Skywalker."
-
D.
Robert Towne
Robert Towne is an acclaimed American screenwriter and director best known for writing the Oscar-winning screenplay for "Chinatown" and contributing to several other landmark films of the New Hollywood era.
-
E.
Frank Pierson
Frank Pierson was an American screenwriter and director best known for his Oscar-winning work on films such as "Dog Day Afternoon" and "Cool Hand Luke."
- 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_69d6aa5d8be481909a43218b2bfdbe95 |
completed | April 8, 2026, 7:19 p.m. |
| NER | Named-entity recognition | batch_69d70d44d0048190a78aae2357e864a5 |
completed | April 9, 2026, 2:21 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69dbb738f8488190837a675b82ce75aa |
completed | April 12, 2026, 3:16 p.m. |
| NEDg | Description generation | batch_69dbbbe545748190b2bdbc3a75224eb0 |
completed | April 12, 2026, 3:36 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69dbc59b315081909362892f5b989d25 |
completed | April 12, 2026, 4:17 p.m. |
Created at: April 8, 2026, 9:13 p.m.