Triple

T22082312
Position Surface form Disambiguated ID Type / Status
Subject Hi-Teknology 2: The Chip E545680 entity
Predicate follows P134 FINISHED
Object Hi-Teknology
Hi-Teknology is the debut studio album by American hip hop producer Hi-Tek, showcasing his soulful, sample-based production and collaborations with various underground and mainstream rappers.
 E126919 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: Hi-Teknology | Statement: [Hi-Teknology 2: The Chip, follows, Hi-Teknology]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hi-Teknology
Context triple: [Hi-Teknology 2: The Chip, follows, Hi-Teknology]
  • A. 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.
  • B. Soon-Tek
    Soon-Tek is the given name of Soon-Tek Oh, a Korean-American actor known for his roles in film, television, and voice acting.
  • C. Imtech
    Imtech was a European technical services provider specializing in electrical engineering, ICT, and mechanical services for buildings and industry.
  • D. Omni-Tech
    Omni-Tech is Columbia Sportswear’s proprietary waterproof-breathable fabric technology designed to keep wearers dry and comfortable in harsh weather conditions.
  • E. Hypertek Digital
    Hypertek Digital is a Nigerian record label founded by Afrobeats star 2Baba (2Face Idibia), known for managing and promoting contemporary African music artists.
  • 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: Hi-Teknology
Triple: [Hi-Teknology 2: The Chip, follows, Hi-Teknology]
Generated description
Hi-Teknology is the debut studio album by American hip hop producer Hi-Tek, showcasing his soulful, sample-based production and collaborations with various underground and mainstream rappers.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Hi-Teknology
Target entity description: Hi-Teknology is the debut studio album by American hip hop producer Hi-Tek, showcasing his soulful, sample-based production and collaborations with various underground and mainstream rappers.
  • A. Hi-Tek chosen
    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.
  • B. Soon-Tek
    Soon-Tek is the given name of Soon-Tek Oh, a Korean-American actor known for his roles in film, television, and voice acting.
  • C. Imtech
    Imtech was a European technical services provider specializing in electrical engineering, ICT, and mechanical services for buildings and industry.
  • D. Omni-Tech
    Omni-Tech is Columbia Sportswear’s proprietary waterproof-breathable fabric technology designed to keep wearers dry and comfortable in harsh weather conditions.
  • E. Hypertek Digital
    Hypertek Digital is a Nigerian record label founded by Afrobeats star 2Baba (2Face Idibia), known for managing and promoting contemporary African music artists.
  • F. None of above.

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_69e11e3523488190badd54b5d580c00d completed April 16, 2026, 5:36 p.m.
NER Named-entity recognition batch_69f128b706288190945c0c37e5ff2756 completed April 28, 2026, 9:37 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0aa5fccf0081908d9e2232c375b448 completed May 18, 2026, 5:39 a.m.
NEDg Description generation batch_6a0aaa6df1cc8190beac444436c05f8b completed May 18, 2026, 5:58 a.m.
NED2 Entity disambiguation (via description) batch_6a0aaac0d79c8190bd8375b74343ae32 completed May 18, 2026, 5:59 a.m.
Created at: April 16, 2026, 8:28 p.m.