Triple
T7728673
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Punch Brothers |
E175195
|
entity |
| Predicate | hasMember |
P10
|
FINISHED |
| Object |
Gabe Witcher
Gabe Witcher is an American fiddler, vocalist, and producer best known as a founding member of the progressive bluegrass band Punch Brothers.
|
E684235
|
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: Gabe Witcher | Statement: [Punch Brothers, hasMember, Gabe Witcher]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Gabe Witcher Context triple: [Punch Brothers, hasMember, Gabe Witcher]
-
A.
Geralt of Rivia
Geralt of Rivia is the white-haired monster hunter and magically enhanced witcher who serves as the central protagonist of Andrzej Sapkowski’s The Witcher book series and its popular game and television adaptations.
-
B.
Byleth
Byleth is the customizable protagonist and tactical leader in Fire Emblem: Three Houses, known for their mysterious origins and central role in the game's branching storylines.
-
C.
Ser Dontos Hollard
Ser Dontos Hollard is a minor knight of Westeros in the "Game of Thrones" television series, remembered for his drunken demeanor and his role in helping Sansa Stark attempt to escape King’s Landing.
-
D.
Roland Deschain
Roland Deschain is a stoic, relentless gunslinger on a quest to reach the Dark Tower in Stephen King’s epic fantasy series.
-
E.
Rogil
Rogil is a civil parish in the municipality of Aljezur in Portugal’s Algarve region, known for its rural landscape and Atlantic coastline.
- 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: Gabe Witcher Triple: [Punch Brothers, hasMember, Gabe Witcher]
Generated description
Gabe Witcher is an American fiddler, vocalist, and producer best known as a founding member of the progressive bluegrass band Punch Brothers.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Gabe Witcher Target entity description: Gabe Witcher is an American fiddler, vocalist, and producer best known as a founding member of the progressive bluegrass band Punch Brothers.
-
A.
Geralt of Rivia
Geralt of Rivia is the white-haired monster hunter and magically enhanced witcher who serves as the central protagonist of Andrzej Sapkowski’s The Witcher book series and its popular game and television adaptations.
-
B.
Byleth
Byleth is the customizable protagonist and tactical leader in Fire Emblem: Three Houses, known for their mysterious origins and central role in the game's branching storylines.
-
C.
Ser Dontos Hollard
Ser Dontos Hollard is a minor knight of Westeros in the "Game of Thrones" television series, remembered for his drunken demeanor and his role in helping Sansa Stark attempt to escape King’s Landing.
-
D.
Roland Deschain
Roland Deschain is a stoic, relentless gunslinger on a quest to reach the Dark Tower in Stephen King’s epic fantasy series.
-
E.
Rogil
Rogil is a civil parish in the municipality of Aljezur in Portugal’s Algarve region, known for its rural landscape and Atlantic coastline.
- 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_69c6995e912c81909a49a2657103f786 |
completed | March 27, 2026, 2:51 p.m. |
| NER | Named-entity recognition | batch_69c70315e8e88190a5c7e5d2f2ef66bc |
completed | March 27, 2026, 10:22 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c8b52adf6481908cb78e7cc7c4266d |
completed | March 29, 2026, 5:14 a.m. |
| NEDg | Description generation | batch_69c8b5e091048190a105cb6743a6d69d |
completed | March 29, 2026, 5:17 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c8b68f44148190b08882625db98f96 |
completed | March 29, 2026, 5:20 a.m. |
Created at: March 27, 2026, 4:06 p.m.