Triple
T23254034
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | What Sound |
E581814
|
entity |
| Predicate | programmingBy |
P151545
|
FINISHED |
| Object | Andy Barlow |
—
|
NE NERFINISHED |
How this triple was built (3 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: Andy Barlow | Statement: [What Sound, programmingBy, Andy Barlow]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Andy Barlow Context triple: [What Sound, programmingBy, Andy Barlow]
-
A.
Andy Barlow
chosen
Andy Barlow is a British music producer and musician best known as one half of the electronic duo Lamb and for his production and mixing work with major artists including U2.
-
B.
Gary Barlow
Gary Barlow is an English singer, songwriter, and record producer best known as the lead vocalist and primary songwriter of the pop group Take That.
-
C.
Mike Ball
Mike Ball is a video game developer best known as one of the founders of the British game studio Ninja Theory.
-
D.
Martin Booth
Martin Booth was a British novelist and poet best known for his crime and espionage fiction, including the novel that inspired the film "The American."
-
E.
John Lowe
John Lowe was the father of Sir Hudson Lowe, the British army officer best known as Napoleon Bonaparte’s jailer on Saint Helena.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: programmingBy Context triple: [What Sound, programmingBy, Andy Barlow]
-
A.
programming
Indicates that an entity writes, develops, or modifies software or code, typically using a programming language to create or control computer programs.
-
B.
programmingCategory
Indicates that one entity is classified as a programming-related category or type for the other entity.
-
C.
programmingIncludes
Indicates that one programming-related entity contains, incorporates, or makes use of another as a part, feature, or component.
-
D.
programmingLanguage
Indicates that one entity is a programming language used to create, control, or interact with the other entity.
-
E.
programmingFocus
Indicates a relationship where an entity’s primary attention, effort, or specialization is directed toward a particular area or aspect of programming.
- F. None of above. chosen
Provenance (4 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_69e24606b17c81908aba1a4911c8a8ba |
completed | April 17, 2026, 2:39 p.m. |
| NER | Named-entity recognition | batch_69f193f9d904819097315c9bf031f667 |
completed | April 29, 2026, 5:15 a.m. |
| PD | Predicate disambiguation | batch_69effce4d704819092826931d430e8c4 |
completed | April 28, 2026, 12:18 a.m. |
| PDg | Predicate description generation | batch_69f01d8770d081908897c28b04e5faea |
completed | April 28, 2026, 2:37 a.m. |
Created at: April 17, 2026, 4:11 p.m.