Triple
T22670247
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hoodoo Gurus |
E559899
|
entity |
| Predicate | hasPart |
P35
|
FINISHED |
| Object |
Brad Shepherd
Brad Shepherd is an Australian rock musician best known as the longtime guitarist and backing vocalist for the band Hoodoo Gurus.
|
E1548302
|
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: Brad Shepherd | Statement: [Hoodoo Gurus, hasPart, Brad Shepherd]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Brad Shepherd Context triple: [Hoodoo Gurus, hasPart, Brad Shepherd]
-
A.
Adam Semple
Adam Semple is a relatively obscure individual whose name is notably recorded as a bearer of the Semple surname.
-
B.
Paul Worley
Paul Worley is an American record producer and guitarist best known for his influential work in country music, including hit albums for artists like the Dixie Chicks and Lady Antebellum.
-
C.
Trevor Key
Trevor Key was a British photographer and designer best known for creating iconic album covers, including the artwork for Mike Oldfield’s "Tubular Bells."
-
D.
Brandon McReynolds
Brandon McReynolds is an American stock car racing driver who has competed in various NASCAR national and regional series.
-
E.
Matt Fallon
Matt Fallon is an American heavy metal singer best known for his early involvement with bands like Skid Row and Anthrax before they rose to mainstream fame.
- 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: Brad Shepherd Triple: [Hoodoo Gurus, hasPart, Brad Shepherd]
Generated description
Brad Shepherd is an Australian rock musician best known as the longtime guitarist and backing vocalist for the band Hoodoo Gurus.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Brad Shepherd Target entity description: Brad Shepherd is an Australian rock musician best known as the longtime guitarist and backing vocalist for the band Hoodoo Gurus.
-
A.
Adam Semple
Adam Semple is a relatively obscure individual whose name is notably recorded as a bearer of the Semple surname.
-
B.
Paul Worley
Paul Worley is an American record producer and guitarist best known for his influential work in country music, including hit albums for artists like the Dixie Chicks and Lady Antebellum.
-
C.
Trevor Key
Trevor Key was a British photographer and designer best known for creating iconic album covers, including the artwork for Mike Oldfield’s "Tubular Bells."
-
D.
Brandon McReynolds
Brandon McReynolds is an American stock car racing driver who has competed in various NASCAR national and regional series.
-
E.
Matt Fallon
Matt Fallon is an American heavy metal singer best known for his early involvement with bands like Skid Row and Anthrax before they rose to mainstream fame.
- 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_69e2454a158c819093b8e35f5045efb6 |
completed | April 17, 2026, 2:35 p.m. |
| NER | Named-entity recognition | batch_69f1781ed50c8190a6943f51d7337b49 |
completed | April 29, 2026, 3:16 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0b73eb35c4819083a5de1f2979b521 |
completed | May 18, 2026, 8:17 p.m. |
| NEDg | Description generation | batch_6a0b745f36708190af2a61f501c18c78 |
completed | May 18, 2026, 8:19 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0b74ebf8c08190bc3f2bd0b442ef9c |
completed | May 18, 2026, 8:22 p.m. |
Created at: April 17, 2026, 3:10 p.m.