Triple
T2277310
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Benioff |
E51200
|
entity |
| Predicate | usedBy |
P260
|
FINISHED |
| Object |
Victor Benioff
Victor Benioff was an American seismologist and physicist best known for his pioneering work on deep-focus earthquakes and the development of highly sensitive seismographs.
|
E252615
|
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: Victor Benioff | Statement: [Benioff, usedBy, Victor Benioff]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Victor Benioff Context triple: [Benioff, usedBy, Victor Benioff]
-
A.
David Benioff
David Benioff is an American writer, producer, and showrunner best known as the co-creator of the television series "Game of Thrones."
-
B.
Paul Benioff
Paul Benioff is an American physicist known as a pioneer of quantum computing, having formulated one of the first theoretical models of a quantum mechanical Turing machine.
-
C.
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.
-
D.
D. B. Weiss
D. B. Weiss is an American television writer, producer, and director best known as the co-creator and showrunner of the HBO fantasy series "Game of Thrones."
-
E.
Damon Lindelof
Damon Lindelof is an American screenwriter and producer best known as the co-creator of the television series "Lost" and for his work on major science fiction and genre films and shows.
- 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: Victor Benioff Triple: [Benioff, usedBy, Victor Benioff]
Generated description
Victor Benioff was an American seismologist and physicist best known for his pioneering work on deep-focus earthquakes and the development of highly sensitive seismographs.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Victor Benioff Target entity description: Victor Benioff was an American seismologist and physicist best known for his pioneering work on deep-focus earthquakes and the development of highly sensitive seismographs.
-
A.
David Benioff
David Benioff is an American writer, producer, and showrunner best known as the co-creator of the television series "Game of Thrones."
-
B.
Paul Benioff
Paul Benioff is an American physicist known as a pioneer of quantum computing, having formulated one of the first theoretical models of a quantum mechanical Turing machine.
-
C.
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.
-
D.
D. B. Weiss
D. B. Weiss is an American television writer, producer, and director best known as the co-creator and showrunner of the HBO fantasy series "Game of Thrones."
-
E.
Damon Lindelof
Damon Lindelof is an American screenwriter and producer best known as the co-creator of the television series "Lost" and for his work on major science fiction and genre films and shows.
- 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_69a88b08e4308190bdac9aebcca1c91a |
completed | March 4, 2026, 7:42 p.m. |
| NER | Named-entity recognition | batch_69abc1ee22988190b7fa28b0b62e8668 |
completed | March 7, 2026, 6:13 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae7f0ed1b881909ba3c7f9fea50267 |
completed | March 9, 2026, 8:04 a.m. |
| NEDg | Description generation | batch_69ae7fee12ac8190bb9924f7467434a6 |
completed | March 9, 2026, 8:08 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae8061cd348190b0b0b65dcf730f99 |
completed | March 9, 2026, 8:10 a.m. |
Created at: March 4, 2026, 7:48 p.m.