Triple
T12460933
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Naked Singularity |
E297789
|
entity |
| Predicate | screenwriter |
P2831
|
FINISHED |
| Object |
David Matthews
David Matthews is a screenwriter known for his work on the film "Naked Singularity" and various television projects.
|
E984531
|
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 Matthews | Statement: [Naked Singularity, screenwriter, David Matthews]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: David Matthews Context triple: [Naked Singularity, screenwriter, David Matthews]
-
A.
David John Matthews
David John Matthews is a South African-born American singer-songwriter and guitarist best known as the frontman of the Dave Matthews Band.
-
B.
Dave Matthews
Dave Matthews is a South African-born American singer-songwriter and guitarist best known as the frontman of the Dave Matthews Band, a hugely popular rock and jam band.
-
C.
F. David Mathews
F. David Mathews is an American academic and former U.S. Secretary of Health, Education, and Welfare who served in President Gerald Ford’s administration.
-
D.
David Shaw
David Shaw is an American football coach best known for his successful tenure as head coach of Stanford University's football program in the 2010s.
-
E.
David Shaw
David Shaw was an American screenwriter known for his work in mid-20th-century film and television.
- 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 Matthews Triple: [Naked Singularity, screenwriter, David Matthews]
Generated description
David Matthews is a screenwriter known for his work on the film "Naked Singularity" and various television projects.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: David Matthews Target entity description: David Matthews is a screenwriter known for his work on the film "Naked Singularity" and various television projects.
-
A.
David John Matthews
David John Matthews is a South African-born American singer-songwriter and guitarist best known as the frontman of the Dave Matthews Band.
-
B.
Dave Matthews
Dave Matthews is a South African-born American singer-songwriter and guitarist best known as the frontman of the Dave Matthews Band, a hugely popular rock and jam band.
-
C.
F. David Mathews
F. David Mathews is an American academic and former U.S. Secretary of Health, Education, and Welfare who served in President Gerald Ford’s administration.
-
D.
David Shaw
David Shaw is an American football coach best known for his successful tenure as head coach of Stanford University's football program in the 2010s.
-
E.
David Shaw
David Shaw was an American screenwriter known for his work in mid-20th-century film and television.
- 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_69d6ada270808190b1a2b2e7b02bb426 |
completed | April 8, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69d94db465c48190bcfaf22f25ef8947 |
completed | April 10, 2026, 7:21 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f63f1d4f248190a0805e17da42eaf7 |
completed | May 2, 2026, 6:14 p.m. |
| NEDg | Description generation | batch_69f64010a1348190afaf7b95b8f146b5 |
completed | May 2, 2026, 6:18 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f640c33d948190ad8f9885f90786d7 |
completed | May 2, 2026, 6:21 p.m. |
Created at: April 8, 2026, 9:56 p.m.