Triple
T15211148
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Underground |
E363516
|
entity |
| Predicate | executiveProducer |
P7225
|
FINISHED |
| Object |
Ty Stiklorius
Ty Stiklorius is a music and entertainment executive best known as John Legend’s longtime manager and co-founder of the management and media company Friends at Work.
|
E1144097
|
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: Ty Stiklorius | Statement: [Underground, executiveProducer, Ty Stiklorius]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ty Stiklorius Context triple: [Underground, executiveProducer, Ty Stiklorius]
-
A.
Charlie Kelmeckis
Charlie Kelmeckis is the introspective teenage protagonist and narrator of Stephen Chbosky’s coming-of-age novel and film "The Perks of Being a Wallflower."
-
B.
John Matuszak
John Matuszak was an American football defensive end turned actor, best known for playing Sloth in the film "The Goonies."
-
C.
William Poduska
William Poduska is an American entrepreneur and computer engineer best known for founding multiple influential high-technology companies, including Apollo Computer.
-
D.
Stephen Kazmierski
Stephen Kazmierski is a cinematographer best known for his work on the acclaimed independent film "You Can Count on Me."
-
E.
Johnny Stachela
Johnny Stachela is an American guitarist best known for his work with The Allman Betts Band, where he contributes to their modern Southern rock sound.
- 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: Ty Stiklorius Triple: [Underground, executiveProducer, Ty Stiklorius]
Generated description
Ty Stiklorius is a music and entertainment executive best known as John Legend’s longtime manager and co-founder of the management and media company Friends at Work.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ty Stiklorius Target entity description: Ty Stiklorius is a music and entertainment executive best known as John Legend’s longtime manager and co-founder of the management and media company Friends at Work.
-
A.
Charlie Kelmeckis
Charlie Kelmeckis is the introspective teenage protagonist and narrator of Stephen Chbosky’s coming-of-age novel and film "The Perks of Being a Wallflower."
-
B.
John Matuszak
John Matuszak was an American football defensive end turned actor, best known for playing Sloth in the film "The Goonies."
-
C.
William Poduska
William Poduska is an American entrepreneur and computer engineer best known for founding multiple influential high-technology companies, including Apollo Computer.
-
D.
Stephen Kazmierski
Stephen Kazmierski is a cinematographer best known for his work on the acclaimed independent film "You Can Count on Me."
-
E.
Johnny Stachela
Johnny Stachela is an American guitarist best known for his work with The Allman Betts Band, where he contributes to their modern Southern rock sound.
- 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_69d85a0b78bc8190b6e5ad51a2c4cfc5 |
completed | April 10, 2026, 2:01 a.m. |
| NER | Named-entity recognition | batch_69e0076ad4ec81908d36f541fca08d72 |
completed | April 15, 2026, 9:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fed33f9abc8190bf8166c1fd9fcac6 |
completed | May 9, 2026, 6:25 a.m. |
| NEDg | Description generation | batch_69fed7b95124819097783740d9990e75 |
completed | May 9, 2026, 6:44 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fed84f6a888190afd2d0cf2ba9d3a2 |
completed | May 9, 2026, 6:46 a.m. |
Created at: April 10, 2026, 3:11 a.m.