Triple
T5628506
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Talk Is Cheap |
E147777
|
entity |
| Predicate | featuresMusician |
P20942
|
FINISHED |
| Object |
Ivan Neville
Ivan Neville is an American R&B and funk musician, singer, and keyboardist from the famed Neville musical family, known for both his solo work and collaborations with prominent rock and soul artists.
|
E534109
|
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: Ivan Neville | Statement: [Talk Is Cheap, featuresMusician, Ivan Neville]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ivan Neville Context triple: [Talk Is Cheap, featuresMusician, Ivan Neville]
-
A.
Jim James
Jim James is an American singer, songwriter, and guitarist best known as the frontman of the rock band My Morning Jacket.
-
B.
Warren Haynes
Warren Haynes is an American rock and blues guitarist, singer, and songwriter best known for his work with Gov't Mule and his influential role in the Southern rock scene.
-
C.
Matt Sweeney
Matt Sweeney is an American guitarist, songwriter, and producer known for his work in indie rock and metal bands as well as high-profile collaborations across diverse genres.
-
D.
Waddy Butler Wood
Waddy Butler Wood was an American architect known for his influential early 20th-century designs in Washington, D.C., including notable residential and public buildings.
-
E.
Aaron Neville
Aaron Neville is an American R&B and soul singer known for his distinctive vibrato, solo hits like "Tell It Like It Is," and his work with the Neville Brothers.
- 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: Ivan Neville Triple: [Talk Is Cheap, featuresMusician, Ivan Neville]
Generated description
Ivan Neville is an American R&B and funk musician, singer, and keyboardist from the famed Neville musical family, known for both his solo work and collaborations with prominent rock and soul artists.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ivan Neville Target entity description: Ivan Neville is an American R&B and funk musician, singer, and keyboardist from the famed Neville musical family, known for both his solo work and collaborations with prominent rock and soul artists.
-
A.
Jim James
Jim James is an American singer, songwriter, and guitarist best known as the frontman of the rock band My Morning Jacket.
-
B.
Warren Haynes
Warren Haynes is an American rock and blues guitarist, singer, and songwriter best known for his work with Gov't Mule and his influential role in the Southern rock scene.
-
C.
Matt Sweeney
Matt Sweeney is an American guitarist, songwriter, and producer known for his work in indie rock and metal bands as well as high-profile collaborations across diverse genres.
-
D.
Waddy Butler Wood
Waddy Butler Wood was an American architect known for his influential early 20th-century designs in Washington, D.C., including notable residential and public buildings.
-
E.
Aaron Neville
Aaron Neville is an American R&B and soul singer known for his distinctive vibrato, solo hits like "Tell It Like It Is," and his work with the Neville Brothers.
- 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_69c00907bc8881909ed760d3ed73ef35 |
completed | March 22, 2026, 3:21 p.m. |
| NER | Named-entity recognition | batch_69c0223b1e54819099fe5fc84ed17a88 |
completed | March 22, 2026, 5:09 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c02882babc819093c987c745615865 |
completed | March 22, 2026, 5:36 p.m. |
| NEDg | Description generation | batch_69c03f8c1a3081908f9d03a6c51d69f0 |
completed | March 22, 2026, 7:14 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c0404f0a3081908850794f9a5cea40 |
completed | March 22, 2026, 7:17 p.m. |
Created at: March 22, 2026, 3:40 p.m.