Triple

T22857930
Position Surface form Disambiguated ID Type / Status
Subject Tony Cottrell E566834 entity
Predicate notableWork P4 FINISHED
Object Hi-Teknology 3
Hi-Teknology 3 is a hip-hop album by producer Tony Cottrell, better known as Hi-Tek, showcasing his signature soulful, sample-based production style and collaborations with various rappers.
 E1559799 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 3 | Statement: [Tony Cottrell, notableWork, Hi-Teknology 3]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hi-Teknology 3
Context triple: [Tony Cottrell, notableWork, Hi-Teknology 3]
  • A. Hi-Teknology 2: The Chip
    Hi-Teknology 2: The Chip is a studio album by hip-hop producer Hi-Tek showcasing his soulful, sample-based production and collaborations with various rappers.
  • B. 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.
  • C. Tehkal
    Tehkal is a neighborhood and administrative area within the city of Peshawar in Pakistan’s Khyber Pakhtunkhwa province.
  • D. 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.
  • E. Tek-Tools
    Tek-Tools was a software company known for its storage and virtualization management solutions before being acquired by SolarWinds.
  • 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 3
Triple: [Tony Cottrell, notableWork, Hi-Teknology 3]
Generated description
Hi-Teknology 3 is a hip-hop album by producer Tony Cottrell, better known as Hi-Tek, showcasing his signature soulful, sample-based production style and collaborations with various rappers.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Hi-Teknology 3
Target entity description: Hi-Teknology 3 is a hip-hop album by producer Tony Cottrell, better known as Hi-Tek, showcasing his signature soulful, sample-based production style and collaborations with various rappers.
  • A. Hi-Teknology 2: The Chip
    Hi-Teknology 2: The Chip is a studio album by hip-hop producer Hi-Tek showcasing his soulful, sample-based production and collaborations with various rappers.
  • B. 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.
  • C. Tehkal
    Tehkal is a neighborhood and administrative area within the city of Peshawar in Pakistan’s Khyber Pakhtunkhwa province.
  • D. 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.
  • E. Tek-Tools
    Tek-Tools was a software company known for its storage and virtualization management solutions before being acquired by SolarWinds.
  • 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_69e24589083081908d5694c4fdc80086 completed April 17, 2026, 2:36 p.m.
NER Named-entity recognition batch_69f17ebe3f9c8190a864f4e84dc7795d completed April 29, 2026, 3:45 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0bb9b3b8b48190ae2fcca24c794b0f completed May 19, 2026, 1:15 a.m.
NEDg Description generation batch_6a0bbb4c32a4819086a4bfdf25476d78 completed May 19, 2026, 1:22 a.m.
NED2 Entity disambiguation (via description) batch_6a0bbc1bd0808190a0a5f8f603308b45 completed May 19, 2026, 1:25 a.m.
Created at: April 17, 2026, 3:37 p.m.