Triple

T13639915
Position Surface form Disambiguated ID Type / Status
Subject Innovation, Technology and Industry Bureau E325945 entity
Predicate oversees P46 FINISHED
Object Hong Kong Productivity Council
The Hong Kong Productivity Council is a statutory organization in Hong Kong that promotes productivity and innovation by providing technology support, consultancy, and training services to local industries and enterprises.
E1053543 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: Hong Kong Productivity Council | Statement: [Innovation, Technology and Industry Bureau, oversees, Hong Kong Productivity Council]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hong Kong Productivity Council
Context triple: [Innovation, Technology and Industry Bureau, oversees, Hong Kong Productivity Council]
  • A. Quality Assurance Council of Hong Kong
    The Quality Assurance Council of Hong Kong is a statutory body responsible for assuring and enhancing the quality of higher education institutions and their academic programs in Hong Kong.
  • B. Public Works Department of Hong Kong
    The Public Works Department of Hong Kong was a former government agency responsible for planning, constructing, and maintaining much of the territory’s public infrastructure and buildings.
  • C. Council of the Hong Kong University of Science and Technology
    The Council of the Hong Kong University of Science and Technology is the university’s supreme governing and decision-making body, overseeing its strategic direction, policies, and overall administration.
  • D. University Grants Committee of Hong Kong
    The University Grants Committee of Hong Kong is a government advisory and funding body responsible for allocating public resources and shaping policy for Hong Kong’s publicly funded universities.
  • E. Business and Professionals Alliance for Hong Kong
    The Business and Professionals Alliance for Hong Kong is a pro-establishment political party representing business and professional interests within Hong Kong’s political system.
  • 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: Hong Kong Productivity Council
Triple: [Innovation, Technology and Industry Bureau, oversees, Hong Kong Productivity Council]
Generated description
The Hong Kong Productivity Council is a statutory organization in Hong Kong that promotes productivity and innovation by providing technology support, consultancy, and training services to local industries and enterprises.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hong Kong Productivity Council
Target entity description: The Hong Kong Productivity Council is a statutory organization in Hong Kong that promotes productivity and innovation by providing technology support, consultancy, and training services to local industries and enterprises.
  • A. Quality Assurance Council of Hong Kong
    The Quality Assurance Council of Hong Kong is a statutory body responsible for assuring and enhancing the quality of higher education institutions and their academic programs in Hong Kong.
  • B. Public Works Department of Hong Kong
    The Public Works Department of Hong Kong was a former government agency responsible for planning, constructing, and maintaining much of the territory’s public infrastructure and buildings.
  • C. Council of the Hong Kong University of Science and Technology
    The Council of the Hong Kong University of Science and Technology is the university’s supreme governing and decision-making body, overseeing its strategic direction, policies, and overall administration.
  • D. University Grants Committee of Hong Kong
    The University Grants Committee of Hong Kong is a government advisory and funding body responsible for allocating public resources and shaping policy for Hong Kong’s publicly funded universities.
  • E. Business and Professionals Alliance for Hong Kong
    The Business and Professionals Alliance for Hong Kong is a pro-establishment political party representing business and professional interests within Hong Kong’s political system.
  • 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_69d8076beddc8190a53156f5bea77f5e completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69dbc5aac7308190a3fd26baeade8f2a completed April 12, 2026, 4:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69f78af46fe481909c6f9a6f58f887d1 completed May 3, 2026, 5:50 p.m.
NEDg Description generation batch_69f78bd52b748190ab483ec7634a6549 completed May 3, 2026, 5:54 p.m.
NED2 Entity disambiguation (via description) batch_69f78d277c5c8190970cb3cd0fd32905 completed May 3, 2026, 6 p.m.
Created at: April 9, 2026, 9:51 p.m.