Triple
T11307876
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Gym Class Heroes |
E267761
|
entity |
| Predicate | formerMember |
P1168
|
FINISHED |
| Object |
Steve Decker
Steve Decker is a musician best known for his past role as a member of the alternative hip hop band Gym Class Heroes.
|
E921168
|
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: Steve Decker | Statement: [Gym Class Heroes, formerMember, Steve Decker]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Steve Decker Context triple: [Gym Class Heroes, formerMember, Steve Decker]
-
A.
Alan Robinson
Alan Robinson is a co-founder of WET Design, a prominent water feature design firm known for creating iconic fountains and water displays worldwide.
-
B.
Alan Robinson
Alan Robinson is a British computer scientist and logician best known for pioneering automated theorem proving through his development of the resolution principle and unification algorithm.
-
C.
Darrel Anderson
Darrel Anderson is an American artist and illustrator best known for his work on Stephen King’s The Dark Tower series.
-
D.
Byron Pringle
Byron Pringle is an American professional football wide receiver and return specialist who has played in the NFL, including winning a Super Bowl with the Kansas City Chiefs.
-
E.
Darren Dreifort
Darren Dreifort is a former Major League Baseball pitcher best known for his career with the Los Angeles Dodgers after starring as a two-way player at the University of Oklahoma.
- 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: Steve Decker Triple: [Gym Class Heroes, formerMember, Steve Decker]
Generated description
Steve Decker is a musician best known for his past role as a member of the alternative hip hop band Gym Class Heroes.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Steve Decker Target entity description: Steve Decker is a musician best known for his past role as a member of the alternative hip hop band Gym Class Heroes.
-
A.
Alan Robinson
Alan Robinson is a co-founder of WET Design, a prominent water feature design firm known for creating iconic fountains and water displays worldwide.
-
B.
Alan Robinson
Alan Robinson is a British computer scientist and logician best known for pioneering automated theorem proving through his development of the resolution principle and unification algorithm.
-
C.
Darrel Anderson
Darrel Anderson is an American artist and illustrator best known for his work on Stephen King’s The Dark Tower series.
-
D.
Byron Pringle
Byron Pringle is an American professional football wide receiver and return specialist who has played in the NFL, including winning a Super Bowl with the Kansas City Chiefs.
-
E.
Darren Dreifort
Darren Dreifort is a former Major League Baseball pitcher best known for his career with the Los Angeles Dodgers after starring as a two-way player at the University of Oklahoma.
- 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_69e5563dc9c881908d17a061e6071d2c |
completed | April 19, 2026, 10:25 p.m. |
| NEDg | Description generation | batch_69e562bb085c8190942766d12d838798 |
completed | April 19, 2026, 11:18 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69e569f0e6948190b285ca84aca03771 |
completed | April 19, 2026, 11:49 p.m. |
Created at: April 8, 2026, 9:32 p.m.