Triple

T13320233
Position Surface form Disambiguated ID Type / Status
Subject ATI Technologies E317294 entity
Predicate foundedBy P104 FINISHED
Object Kwok Yuen Ho
Kwok Yuen Ho is a technology entrepreneur best known as the co-founder and early leader of ATI Technologies, a pioneering company in the graphics processing industry.
 E1046340 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: Kwok Yuen Ho | Statement: [ATI Technologies, foundedBy, Kwok Yuen Ho]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Kwok Yuen Ho
Context triple: [ATI Technologies, foundedBy, Kwok Yuen Ho]
  • A. Chow Kwok-yan
    Chow Kwok-yan is a person notable enough to be specifically distinguished among individuals with the surname Chow.
  • B. Chow Kwok-lun
    Chow Kwok-lun is an individual notable enough to be specifically cited as a bearer of the surname Chow, though detailed public information about his life or achievements is limited.
  • C. Chow Kwok-hung
    Chow Kwok-hung is a Hong Kong politician known for his involvement in local governance and public affairs.
  • D. Chow Kwok-ching
    Chow Kwok-ching is an individual notable enough to be specifically cited as a bearer of the surname Chow, though detailed public information about their life or achievements is limited.
  • E. Chan Kwong-wing
    Chan Kwong-wing is a Hong Kong film composer best known for his scores for acclaimed movies such as the Infernal Affairs trilogy.
  • 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: Kwok Yuen Ho
Triple: [ATI Technologies, foundedBy, Kwok Yuen Ho]
Generated description
Kwok Yuen Ho is a technology entrepreneur best known as the co-founder and early leader of ATI Technologies, a pioneering company in the graphics processing industry.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Kwok Yuen Ho
Target entity description: Kwok Yuen Ho is a technology entrepreneur best known as the co-founder and early leader of ATI Technologies, a pioneering company in the graphics processing industry.
  • A. Chow Kwok-yan
    Chow Kwok-yan is a person notable enough to be specifically distinguished among individuals with the surname Chow.
  • B. Chow Kwok-lun
    Chow Kwok-lun is an individual notable enough to be specifically cited as a bearer of the surname Chow, though detailed public information about his life or achievements is limited.
  • C. Chow Kwok-hung
    Chow Kwok-hung is a Hong Kong politician known for his involvement in local governance and public affairs.
  • D. Chow Kwok-ching
    Chow Kwok-ching is an individual notable enough to be specifically cited as a bearer of the surname Chow, though detailed public information about their life or achievements is limited.
  • E. Chan Kwong-wing
    Chan Kwong-wing is a Hong Kong film composer best known for his scores for acclaimed movies such as the Infernal Affairs trilogy.
  • 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_69d806b4d62c81908d4ced1665414be5 completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69d990faa95481908a7fd297959c062e completed April 11, 2026, 12:08 a.m.
NED1 Entity disambiguation (via context triple) batch_69f75d80a8708190a3a7616dbeb2c0de completed May 3, 2026, 2:36 p.m.
NEDg Description generation batch_69f75f1be8e8819091daf57c1664c3c9 completed May 3, 2026, 2:43 p.m.
NED2 Entity disambiguation (via description) batch_69f75f8e9b608190830ab942098a798c completed May 3, 2026, 2:45 p.m.
Created at: April 9, 2026, 9:29 p.m.