Triple
T2620601
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | David Byrne |
E58997
|
entity |
| Predicate | authorOf |
P4244
|
FINISHED |
| Object |
How Music Works
How Music Works is a nonfiction book by musician David Byrne that explores the art, theory, history, and business of music and how context shapes what we hear.
|
E284083
|
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: How Music Works | Statement: [David Byrne, authorOf, How Music Works]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: How Music Works Context triple: [David Byrne, authorOf, How Music Works]
-
A.
The Science of Musical Sound
The Science of Musical Sound is a book by engineer and acoustics researcher John R. Pierce that explains the physical and perceptual principles underlying how music and sound are produced, transmitted, and heard.
-
B.
The Problem with Music
The Problem with Music is a widely cited essay critiquing the exploitative practices of the mainstream music industry and the ways record labels financially and creatively undermine artists.
-
C.
A Life in Music
A Life in Music is an autobiographical book by renowned pianist and conductor Daniel Barenboim, reflecting on his career, musical philosophy, and experiences in the world of classical music.
-
D.
What A Music
What A Music is a record label founded and run by French DJ and producer David Guetta, primarily focused on electronic dance music releases.
-
E.
Our Music
Our Music is a roots reggae album by Jamaican musician Burning Spear, reflecting his signature spiritual and socially conscious style.
- 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: How Music Works Triple: [David Byrne, authorOf, How Music Works]
Generated description
How Music Works is a nonfiction book by musician David Byrne that explores the art, theory, history, and business of music and how context shapes what we hear.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: How Music Works Target entity description: How Music Works is a nonfiction book by musician David Byrne that explores the art, theory, history, and business of music and how context shapes what we hear.
-
A.
The Science of Musical Sound
The Science of Musical Sound is a book by engineer and acoustics researcher John R. Pierce that explains the physical and perceptual principles underlying how music and sound are produced, transmitted, and heard.
-
B.
The Problem with Music
The Problem with Music is a widely cited essay critiquing the exploitative practices of the mainstream music industry and the ways record labels financially and creatively undermine artists.
-
C.
A Life in Music
A Life in Music is an autobiographical book by renowned pianist and conductor Daniel Barenboim, reflecting on his career, musical philosophy, and experiences in the world of classical music.
-
D.
What A Music
What A Music is a record label founded and run by French DJ and producer David Guetta, primarily focused on electronic dance music releases.
-
E.
Our Music
Our Music is a roots reggae album by Jamaican musician Burning Spear, reflecting his signature spiritual and socially conscious style.
- 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_69ab4ac558388190962492cd2e1b0ce6 |
completed | March 6, 2026, 9:44 p.m. |
| NER | Named-entity recognition | batch_69abd897acb481909a976b70304cc30e |
completed | March 7, 2026, 7:49 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69af908ec0cc8190ab8feb8f237eac4b |
completed | March 10, 2026, 3:31 a.m. |
| NEDg | Description generation | batch_69af91a3b4588190acfb360dac6e5ce0 |
completed | March 10, 2026, 3:36 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69af920b7fcc8190b5a34c7c626a1c5d |
completed | March 10, 2026, 3:37 a.m. |
Created at: March 6, 2026, 9:50 p.m.