Triple
T5159971
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | The Red Light District |
E116411
|
entity |
| Predicate | producer |
P490
|
FINISHED |
| Object |
The Trak Starz
The Trak Starz are an American hip hop production duo best known for crafting club-ready, radio-friendly beats for artists in the early 2000s.
|
E497268
|
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: The Trak Starz | Statement: [The Red Light District, producer, The Trak Starz]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: The Trak Starz Context triple: [The Red Light District, producer, The Trak Starz]
-
A.
The Legendary Traxster
The Legendary Traxster is a Chicago-based hip-hop producer best known for his influential work with artists like Twista and Do or Die, helping define the city's rapid-fire, melodic rap sound.
-
B.
Polystar
Polystar is a record label that operated as part of the international music company PolyGram, releasing a variety of popular music recordings.
-
C.
TRAX
TRAX is the light rail system serving the Salt Lake City metropolitan area along Utah’s Wasatch Front.
-
D.
Racer-X
Racer-X is a 1980s post-hardcore/indie rock EP by the band Big Black, known for its abrasive sound, drum machine rhythms, and influential role in underground alternative music.
-
E.
Trixter
Trixter is an American hard rock band best known for their early 1990s glam metal hits and MTV presence.
- 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: The Trak Starz Triple: [The Red Light District, producer, The Trak Starz]
Generated description
The Trak Starz are an American hip hop production duo best known for crafting club-ready, radio-friendly beats for artists in the early 2000s.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: The Trak Starz Target entity description: The Trak Starz are an American hip hop production duo best known for crafting club-ready, radio-friendly beats for artists in the early 2000s.
-
A.
The Legendary Traxster
The Legendary Traxster is a Chicago-based hip-hop producer best known for his influential work with artists like Twista and Do or Die, helping define the city's rapid-fire, melodic rap sound.
-
B.
Polystar
Polystar is a record label that operated as part of the international music company PolyGram, releasing a variety of popular music recordings.
-
C.
TRAX
TRAX is the light rail system serving the Salt Lake City metropolitan area along Utah’s Wasatch Front.
-
D.
Racer-X
Racer-X is a 1980s post-hardcore/indie rock EP by the band Big Black, known for its abrasive sound, drum machine rhythms, and influential role in underground alternative music.
-
E.
Trixter
Trixter is an American hard rock band best known for their early 1990s glam metal hits and MTV presence.
- 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_69bd445edb3881909b93b34d260717fc |
completed | March 20, 2026, 12:58 p.m. |
| NER | Named-entity recognition | batch_69bd790613bc819084765cd4ea648dc9 |
completed | March 20, 2026, 4:42 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bed01ce48081908813348b762bf1b0 |
completed | March 21, 2026, 5:06 p.m. |
| NEDg | Description generation | batch_69bed08b4acc819096e7fd2fd9dbc73a |
completed | March 21, 2026, 5:08 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bed103a1088190abca6e7d1fbd9c2b |
completed | March 21, 2026, 5:10 p.m. |
Created at: March 20, 2026, 1:44 p.m.