Triple
T9059865
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bell Orchestre |
E217093
|
entity |
| Predicate | hasMember |
P10
|
FINISHED |
| Object |
Stef Schneider
Stef Schneider is a musician best known as the drummer and percussionist for the Canadian instrumental ensemble Bell Orchestre.
|
E774899
|
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: Stef Schneider | Statement: [Bell Orchestre, hasMember, Stef Schneider]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Stef Schneider Context triple: [Bell Orchestre, hasMember, Stef Schneider]
-
A.
Jonas Schneider
Jonas Schneider is a researcher in reinforcement learning best known for co-authoring the Hindsight Experience Replay technique for more efficient learning from sparse rewards.
-
B.
Ben Schneider
Ben Schneider is an American singer-songwriter and visual artist best known as the founder, lead vocalist, and primary songwriter of the indie folk band Lord Huron.
-
C.
Jacob Schueler
Jacob Schueler was a 19th-century businessman and investor best known as one of the original founders and financial backers of the Coors Brewing Company in Colorado.
-
D.
Christopher Scholz
Christopher Scholz is a prominent geophysicist renowned for his influential work on the mechanics of earthquakes and faulting.
-
E.
Kim Schatzel
Kim Schatzel is an American academic administrator and business leader who serves as the president of the University of Louisville.
- 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: Stef Schneider Triple: [Bell Orchestre, hasMember, Stef Schneider]
Generated description
Stef Schneider is a musician best known as the drummer and percussionist for the Canadian instrumental ensemble Bell Orchestre.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Stef Schneider Target entity description: Stef Schneider is a musician best known as the drummer and percussionist for the Canadian instrumental ensemble Bell Orchestre.
-
A.
Jonas Schneider
Jonas Schneider is a researcher in reinforcement learning best known for co-authoring the Hindsight Experience Replay technique for more efficient learning from sparse rewards.
-
B.
Ben Schneider
Ben Schneider is an American singer-songwriter and visual artist best known as the founder, lead vocalist, and primary songwriter of the indie folk band Lord Huron.
-
C.
Jacob Schueler
Jacob Schueler was a 19th-century businessman and investor best known as one of the original founders and financial backers of the Coors Brewing Company in Colorado.
-
D.
Christopher Scholz
Christopher Scholz is a prominent geophysicist renowned for his influential work on the mechanics of earthquakes and faulting.
-
E.
Kim Schatzel
Kim Schatzel is an American academic administrator and business leader who serves as the president of the University of Louisville.
- 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_69ca83d4425481909a319dab847724ec |
completed | March 30, 2026, 2:08 p.m. |
| NER | Named-entity recognition | batch_69cc7eca6d8c8190b1a11a60d6649f78 |
completed | April 1, 2026, 2:11 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cfebeceab88190b1f4bc0bc6a4c389 |
completed | April 3, 2026, 4:33 p.m. |
| NEDg | Description generation | batch_69cfed5cce7481908f1d2aec827bee3a |
completed | April 3, 2026, 4:39 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cfee51f2348190825080046650836b |
completed | April 3, 2026, 4:44 p.m. |
Created at: March 30, 2026, 7:10 p.m.