Triple

T8176384
Position Surface form Disambiguated ID Type / Status
Subject Miami bass E190945 entity
Predicate notableArtist P601 FINISHED
Object Techmaster P.E.B.
Techmaster P.E.B. is an American producer and DJ known for his influential work in the Miami bass scene, particularly his bass-heavy electronic tracks popular in the late 1980s and early 1990s.
 E716346 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: Techmaster P.E.B. | Statement: [Miami bass, notableArtist, Techmaster P.E.B.]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Techmaster P.E.B.
Context triple: [Miami bass, notableArtist, Techmaster P.E.B.]
  • A. Omni-Tech
    Omni-Tech is Columbia Sportswear’s proprietary waterproof-breathable fabric technology designed to keep wearers dry and comfortable in harsh weather conditions.
  • B. Tronic
    Tronic is a critically acclaimed studio album by Detroit rapper and producer Black Milk, known for its futuristic production and intricate lyricism.
  • C. Hi-Tek
    Hi-Tek is an American hip hop producer and DJ best known for his soulful, sample-based beats and his collaborative work with Talib Kweli as part of the duo Reflection Eternal.
  • D. T-Engineering
    T-Engineering is an engineering firm known for its role in designing major infrastructure projects, including the Yavuz Sultan Selim Bridge in Turkey.
  • E. Invetech
    Invetech is a technology and product development company specializing in designing and engineering innovative medical and life science solutions.
  • 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: Techmaster P.E.B.
Triple: [Miami bass, notableArtist, Techmaster P.E.B.]
Generated description
Techmaster P.E.B. is an American producer and DJ known for his influential work in the Miami bass scene, particularly his bass-heavy electronic tracks popular in the late 1980s and early 1990s.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Techmaster P.E.B.
Target entity description: Techmaster P.E.B. is an American producer and DJ known for his influential work in the Miami bass scene, particularly his bass-heavy electronic tracks popular in the late 1980s and early 1990s.
  • A. Omni-Tech
    Omni-Tech is Columbia Sportswear’s proprietary waterproof-breathable fabric technology designed to keep wearers dry and comfortable in harsh weather conditions.
  • B. Tronic
    Tronic is a critically acclaimed studio album by Detroit rapper and producer Black Milk, known for its futuristic production and intricate lyricism.
  • C. Hi-Tek
    Hi-Tek is an American hip hop producer and DJ best known for his soulful, sample-based beats and his collaborative work with Talib Kweli as part of the duo Reflection Eternal.
  • D. T-Engineering
    T-Engineering is an engineering firm known for its role in designing major infrastructure projects, including the Yavuz Sultan Selim Bridge in Turkey.
  • E. Invetech
    Invetech is a technology and product development company specializing in designing and engineering innovative medical and life science solutions.
  • 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_69ca82c1c0a08190bf8692b4d91a03ca completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb4ab8295081909a450fcaa34f6ec6 completed March 31, 2026, 4:16 a.m.
NED1 Entity disambiguation (via context triple) batch_69ccbf75bf2481908d585f7017be36a5 completed April 1, 2026, 6:47 a.m.
NEDg Description generation batch_69ccc313ba7c81909b9ee65b37ed165e completed April 1, 2026, 7:02 a.m.
NED2 Entity disambiguation (via description) batch_69ccd85aa2888190bd167148b21a3f93 completed April 1, 2026, 8:33 a.m.
Created at: March 30, 2026, 5:40 p.m.