Triple
T14553178
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cities |
E341471
|
entity |
| Predicate | producer |
P490
|
FINISHED |
| Object |
Aaron Sprinkle
Aaron Sprinkle is an American musician, songwriter, and record producer best known for his work in the Christian rock and alternative music scenes.
|
E1107127
|
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: Aaron Sprinkle | Statement: [Cities, producer, Aaron Sprinkle]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Aaron Sprinkle Context triple: [Cities, producer, Aaron Sprinkle]
-
A.
Spence Olchin
Spence Olchin is a socially awkward, nerdy friend character from the sitcom "The King of Queens," known for his quirky personality and close ties to the main couple.
-
B.
Chris Sparling
Chris Sparling is an American screenwriter and filmmaker best known for writing the claustrophobic thriller "Buried" and other high-concept genre films.
-
C.
Spencer Nilsen
Spencer Nilsen is an American video game music composer best known for creating the North American soundtrack for Sonic CD and other Sega titles in the 1990s.
-
D.
Justin Spitz
Justin Spitz is known as one of the children of legendary American Olympic swimmer Mark Spitz.
-
E.
Scott Spencer
Scott Spencer is an American novelist best known for his intense psychological and romantic dramas, particularly his acclaimed novel "Endless Love."
- 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: Aaron Sprinkle Triple: [Cities, producer, Aaron Sprinkle]
Generated description
Aaron Sprinkle is an American musician, songwriter, and record producer best known for his work in the Christian rock and alternative music scenes.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Aaron Sprinkle Target entity description: Aaron Sprinkle is an American musician, songwriter, and record producer best known for his work in the Christian rock and alternative music scenes.
-
A.
Spence Olchin
Spence Olchin is a socially awkward, nerdy friend character from the sitcom "The King of Queens," known for his quirky personality and close ties to the main couple.
-
B.
Chris Sparling
Chris Sparling is an American screenwriter and filmmaker best known for writing the claustrophobic thriller "Buried" and other high-concept genre films.
-
C.
Spencer Nilsen
Spencer Nilsen is an American video game music composer best known for creating the North American soundtrack for Sonic CD and other Sega titles in the 1990s.
-
D.
Justin Spitz
Justin Spitz is known as one of the children of legendary American Olympic swimmer Mark Spitz.
-
E.
Scott Spencer
Scott Spencer is an American novelist best known for his intense psychological and romantic dramas, particularly his acclaimed novel "Endless Love."
- 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_69d822db9c8481908213ceb39585f792 |
completed | April 9, 2026, 10:06 p.m. |
| NER | Named-entity recognition | batch_69deb2f00cec8190a7b6482d18b9a216 |
completed | April 14, 2026, 9:34 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd8ab7d698819085fd81d7b6f96317 |
completed | May 8, 2026, 7:03 a.m. |
| NEDg | Description generation | batch_69fd8b8566cc81908c5cecefb5d71e63 |
completed | May 8, 2026, 7:06 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fd8e8c320c8190b08af08226e50622 |
completed | May 8, 2026, 7:19 a.m. |
Created at: April 10, 2026, 1:23 a.m.