Triple
T11307874
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Gym Class Heroes |
E267761
|
entity |
| Predicate | formerMember |
P1168
|
FINISHED |
| Object |
Ryan Geise
Ryan Geise is a musician best known as an early drummer for the American rap rock band Gym Class Heroes.
|
E917177
|
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: Ryan Geise | Statement: [Gym Class Heroes, formerMember, Ryan Geise]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ryan Geise Context triple: [Gym Class Heroes, formerMember, Ryan Geise]
-
A.
Adam Bohling
Adam Bohling is a British film producer known for his work on high-profile action and genre films, including the Kingsman series.
-
B.
Kyle Stevenson
Kyle Stevenson is an individual known for being a member of the band Helmet.
-
C.
Jason Boesel
Jason Boesel is an American drummer and songwriter best known for his work with the band Rilo Kiley and collaborations with various indie rock artists.
-
D.
Ryan Sissons
Ryan Sissons is a New Zealand triathlete who has represented his country at multiple international competitions, including the Olympic Games and World Triathlon Series events.
-
E.
Garrett Snyder
Garrett Snyder is a food writer and journalist known for co-authoring "The Pepper Thai Cookbook" with Pepper Teigen.
- 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: Ryan Geise Triple: [Gym Class Heroes, formerMember, Ryan Geise]
Generated description
Ryan Geise is a musician best known as an early drummer for the American rap rock band Gym Class Heroes.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ryan Geise Target entity description: Ryan Geise is a musician best known as an early drummer for the American rap rock band Gym Class Heroes.
-
A.
Adam Bohling
Adam Bohling is a British film producer known for his work on high-profile action and genre films, including the Kingsman series.
-
B.
Kyle Stevenson
Kyle Stevenson is an individual known for being a member of the band Helmet.
-
C.
Jason Boesel
Jason Boesel is an American drummer and songwriter best known for his work with the band Rilo Kiley and collaborations with various indie rock artists.
-
D.
Ryan Sissons
Ryan Sissons is a New Zealand triathlete who has represented his country at multiple international competitions, including the Olympic Games and World Triathlon Series events.
-
E.
Garrett Snyder
Garrett Snyder is a food writer and journalist known for co-authoring "The Pepper Thai Cookbook" with Pepper Teigen.
- 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_69d6aaca5c24819083db46a30d86cb34 |
completed | April 8, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69d7e9bf87d88190904c2d174578ebbf |
completed | April 9, 2026, 6:02 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e50a70022081908bc74185003a3503 |
completed | April 19, 2026, 5:01 p.m. |
| NEDg | Description generation | batch_69e510fb1e288190a7a38fe896d7b91d |
completed | April 19, 2026, 5:29 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69e516bec3e481909cbd0d9c683d2191 |
completed | April 19, 2026, 5:54 p.m. |
Created at: April 8, 2026, 9:32 p.m.