Triple
T22891881
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hater |
E568061
|
entity |
| Predicate | hasMemberRole |
P161
|
FINISHED |
| Object |
Ben Shepherd, bass guitar
Ben Shepherd is an American musician best known as the longtime bassist for the rock band Soundgarden.
|
E1560403
|
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: Ben Shepherd, bass guitar | Statement: [Hater, hasMemberRole, Ben Shepherd, bass guitar]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ben Shepherd, bass guitar Context triple: [Hater, hasMemberRole, Ben Shepherd, bass guitar]
-
A.
Joe Benjamin – bass
Joe Benjamin was an American jazz double bassist known for his work with prominent bandleaders and vocalists in the mid-20th century.
-
B.
Todd Jensen – bass
Todd Jensen is a rock bassist best known for his work with the hard rock band Hardline and for touring and recording with various prominent rock and metal acts.
-
C.
Dick Kemper, bass
Dick Kemper is a Dutch bass guitarist best known for his work with the hard rock band Vandenberg.
-
D.
bassist Lloyd Brevett
Lloyd Brevett was a pioneering Jamaican double bassist best known as a founding member of the influential ska and rocksteady band The Skatalites.
-
E.
George Porter Jr. – bass
George Porter Jr. is a renowned New Orleans funk and R&B bassist best known as a founding member of The Meters and a prolific session and touring musician.
- 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: Ben Shepherd, bass guitar Triple: [Hater, hasMemberRole, Ben Shepherd, bass guitar]
Generated description
Ben Shepherd is an American musician best known as the longtime bassist for the rock band Soundgarden.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ben Shepherd, bass guitar Target entity description: Ben Shepherd is an American musician best known as the longtime bassist for the rock band Soundgarden.
-
A.
Joe Benjamin – bass
Joe Benjamin was an American jazz double bassist known for his work with prominent bandleaders and vocalists in the mid-20th century.
-
B.
Todd Jensen – bass
Todd Jensen is a rock bassist best known for his work with the hard rock band Hardline and for touring and recording with various prominent rock and metal acts.
-
C.
Dick Kemper, bass
Dick Kemper is a Dutch bass guitarist best known for his work with the hard rock band Vandenberg.
-
D.
bassist Lloyd Brevett
Lloyd Brevett was a pioneering Jamaican double bassist best known as a founding member of the influential ska and rocksteady band The Skatalites.
-
E.
George Porter Jr. – bass
George Porter Jr. is a renowned New Orleans funk and R&B bassist best known as a founding member of The Meters and a prolific session and touring musician.
- 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_69e2458c23ec81908fa2570692c6614f |
completed | April 17, 2026, 2:37 p.m. |
| NER | Named-entity recognition | batch_69f17fc59e108190a22f90c2439830fb |
completed | April 29, 2026, 3:49 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0bb9c1d0a8819087540f1c91234bb0 |
completed | May 19, 2026, 1:15 a.m. |
| NEDg | Description generation | batch_6a0bbb38da508190bc1d9bc8538cdbe2 |
completed | May 19, 2026, 1:22 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0bbc15b59c8190b918d551b1fb3230 |
completed | May 19, 2026, 1:25 a.m. |
Created at: April 17, 2026, 3:40 p.m.