Triple
T15595840
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Shinedown |
E374888
|
entity |
| Predicate | formerMember |
P1168
|
FINISHED |
| Object |
Brad Stewart
Brad Stewart is an American bassist best known for his work with the rock band Shinedown.
|
E1212101
|
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 Stewart | Statement: [Shinedown, formerMember, Brad Stewart]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Brad Stewart Context triple: [Shinedown, formerMember, Brad Stewart]
-
A.
Jeff Stevens
Jeff Stevens is an American country music songwriter best known for penning hits such as Luke Bryan’s debut single “All My Friends Say.”
-
B.
Jon Randall Stewart
Jon Randall Stewart is an American country music singer, songwriter, and producer known for his work both as a solo artist and as a collaborator with prominent Nashville acts.
-
C.
Todd Stewart
Todd Stewart is a collegiate sports administrator best known for serving as the athletic director at Western Kentucky University.
-
D.
Michael Sturgis
Michael Sturgis is a member of the musical group Asia.
-
E.
Curtis Stinson
Curtis Stinson is an American professional basketball player and standout point guard known for his prolific career in the NBA Development League and overseas after starring at Iowa State University.
- 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 Stewart Triple: [Shinedown, formerMember, Brad Stewart]
Generated description
Brad Stewart is an American bassist best known for his work with the rock band Shinedown.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Brad Stewart Target entity description: Brad Stewart is an American bassist best known for his work with the rock band Shinedown.
-
A.
Jeff Stevens
Jeff Stevens is an American country music songwriter best known for penning hits such as Luke Bryan’s debut single “All My Friends Say.”
-
B.
Jon Randall Stewart
Jon Randall Stewart is an American country music singer, songwriter, and producer known for his work both as a solo artist and as a collaborator with prominent Nashville acts.
-
C.
Todd Stewart
Todd Stewart is a collegiate sports administrator best known for serving as the athletic director at Western Kentucky University.
-
D.
Michael Sturgis
Michael Sturgis is a member of the musical group Asia.
-
E.
Curtis Stinson
Curtis Stinson is an American professional basketball player and standout point guard known for his prolific career in the NBA Development League and overseas after starring at Iowa State University.
- 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_69d85cce25008190b13b52745fbd719b |
completed | April 10, 2026, 2:13 a.m. |
| NER | Named-entity recognition | batch_69e04e5f9db8819083abf80f01f32b3d |
completed | April 16, 2026, 2:50 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a003c4303888190a93830ef534715ae |
completed | May 10, 2026, 8:05 a.m. |
| NEDg | Description generation | batch_6a003ec3c3c481909f2ad743b3cb486e |
completed | May 10, 2026, 8:16 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a003f300e688190a12352fef2f801f9 |
completed | May 10, 2026, 8:17 a.m. |
Created at: April 10, 2026, 4:12 a.m.