Triple
T22708619
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | STS9 |
E561529
|
entity |
| Predicate | hasMember |
P10
|
FINISHED |
| Object |
Zach Velmer
Zach Velmer is an American drummer best known as the longtime percussionist for the electronic jam band Sound Tribe Sector 9 (STS9).
|
E1550032
|
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: Zach Velmer | Statement: [STS9, hasMember, Zach Velmer]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Zach Velmer Context triple: [STS9, hasMember, Zach Velmer]
-
A.
Zach Jordan
Zach Jordan is a high-profile New York City detective who stars as the lead investigator in James Patterson’s NYPD Red crime thriller series.
-
B.
Zac Cockrell
Zac Cockrell is an American bassist best known as a founding member of the rock band Alabama Shakes.
-
C.
Chris Frazier
Chris Frazier is an American rock drummer best known for his work with the band Foreigner and for performing with various other prominent rock acts.
-
D.
Dahveon Morris
Dahveon Morris is the nephew of former NBA star Dwyane Wade and a member of the extended Wade-Union family occasionally noted in celebrity media.
-
E.
Zach Sweeney
Zach Sweeney is a notable individual recognized for achievements significant enough to be distinctly associated with the surname Sweeney.
- 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: Zach Velmer Triple: [STS9, hasMember, Zach Velmer]
Generated description
Zach Velmer is an American drummer best known as the longtime percussionist for the electronic jam band Sound Tribe Sector 9 (STS9).
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Zach Velmer Target entity description: Zach Velmer is an American drummer best known as the longtime percussionist for the electronic jam band Sound Tribe Sector 9 (STS9).
-
A.
Zach Jordan
Zach Jordan is a high-profile New York City detective who stars as the lead investigator in James Patterson’s NYPD Red crime thriller series.
-
B.
Zac Cockrell
Zac Cockrell is an American bassist best known as a founding member of the rock band Alabama Shakes.
-
C.
Chris Frazier
Chris Frazier is an American rock drummer best known for his work with the band Foreigner and for performing with various other prominent rock acts.
-
D.
Dahveon Morris
Dahveon Morris is the nephew of former NBA star Dwyane Wade and a member of the extended Wade-Union family occasionally noted in celebrity media.
-
E.
Zach Sweeney
Zach Sweeney is a notable individual recognized for achievements significant enough to be distinctly associated with the surname Sweeney.
- 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_69e2454f1348819088d83f420925a5c1 |
completed | April 17, 2026, 2:35 p.m. |
| NER | Named-entity recognition | batch_69f178d11d4081909981872698b6c45e |
completed | April 29, 2026, 3:19 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0b7ed7caf0819081af40605cf42f1c |
completed | May 18, 2026, 9:04 p.m. |
| NEDg | Description generation | batch_6a0b7f6082e88190bdc94bf4af870fba |
completed | May 18, 2026, 9:06 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0b7fde67fc8190b51edc5c3dac629b |
completed | May 18, 2026, 9:08 p.m. |
Created at: April 17, 2026, 3:17 p.m.