Triple
T6500466
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Love Story |
E148870
|
entity |
| Predicate | producer |
P490
|
FINISHED |
| Object |
Nathan Chapman
Nathan Chapman is an American record producer best known for his extensive work shaping Taylor Swift’s early country-pop sound.
|
E600455
|
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: Nathan Chapman | Statement: [Love Story, producer, Nathan Chapman]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Nathan Chapman Context triple: [Love Story, producer, Nathan Chapman]
-
A.
Nathan Johnson
Nathan Johnson is an American film composer and musician best known for his innovative, experimental scores for director Rian Johnson’s movies, including "Brick," "Looper," and "Knives Out."
-
B.
Nathan Bowles
Nathan Bowles is an American multi-instrumentalist and composer best known for his innovative clawhammer banjo work in experimental folk and avant-garde music.
-
C.
Nathan Gamble
Nathan Gamble is an American actor best known for his childhood roles in films such as "Babel" and the "Dolphin Tale" series.
-
D.
Adam Chapman
Adam Chapman is a television producer known for his work on the acclaimed nature documentary series "Our Planet."
-
E.
Nathan Means
Nathan Means is an American musician best known as the bassist and vocalist for the experimental rock band Trans Am.
- 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: Nathan Chapman Triple: [Love Story, producer, Nathan Chapman]
Generated description
Nathan Chapman is an American record producer best known for his extensive work shaping Taylor Swift’s early country-pop sound.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Nathan Chapman Target entity description: Nathan Chapman is an American record producer best known for his extensive work shaping Taylor Swift’s early country-pop sound.
-
A.
Nathan Johnson
Nathan Johnson is an American film composer and musician best known for his innovative, experimental scores for director Rian Johnson’s movies, including "Brick," "Looper," and "Knives Out."
-
B.
Nathan Bowles
Nathan Bowles is an American multi-instrumentalist and composer best known for his innovative clawhammer banjo work in experimental folk and avant-garde music.
-
C.
Nathan Gamble
Nathan Gamble is an American actor best known for his childhood roles in films such as "Babel" and the "Dolphin Tale" series.
-
D.
Adam Chapman
Adam Chapman is a television producer known for his work on the acclaimed nature documentary series "Our Planet."
-
E.
Nathan Means
Nathan Means is an American musician best known as the bassist and vocalist for the experimental rock band Trans Am.
- 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_69c687e9ad288190bae5bcac9c8ac855 |
completed | March 27, 2026, 1:36 p.m. |
| NER | Named-entity recognition | batch_69c68ad2e148819088be5c48ad73dc59 |
completed | March 27, 2026, 1:49 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c6cb26d2d08190a52084c3a8c0d8f8 |
completed | March 27, 2026, 6:23 p.m. |
| NEDg | Description generation | batch_69c6cd03c56c8190a0e7c69597ab8c83 |
completed | March 27, 2026, 6:31 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c6cdfc23988190a4062abbcc312cb4 |
completed | March 27, 2026, 6:35 p.m. |
Created at: March 27, 2026, 1:42 p.m.