Triple

T13639514
Position Surface form Disambiguated ID Type / Status
Subject Education Bureau E325936 entity
Predicate collaboratesWith P37 FINISHED
Object Hong Kong Examinations and Assessment Authority
The Hong Kong Examinations and Assessment Authority is a statutory body responsible for administering public examinations and providing assessment services in Hong Kong.
E1052241 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 Examinations and Assessment Authority | Statement: [Education Bureau, collaboratesWith, Hong Kong Examinations and Assessment Authority]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hong Kong Examinations and Assessment Authority
Context triple: [Education Bureau, collaboratesWith, Hong Kong Examinations and Assessment Authority]
  • A. Council of the University of Hong Kong
    The Council of the University of Hong Kong is the institution’s supreme governing and decision-making body, overseeing its strategic direction, policies, and overall administration.
  • B. 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.
  • C. Hong Kong Diploma of Secondary Education curriculum
    The Hong Kong Diploma of Secondary Education curriculum is the standardized senior secondary education program in Hong Kong that prepares students for university admission and further studies through a unified public examination system.
  • D. 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.
  • E. Hong Kong Institute of Legal Education
    The Hong Kong Institute of Legal Education is a research and educational body focused on advancing legal scholarship, professional training, and innovation in legal education in Hong Kong.
  • 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 Examinations and Assessment Authority
Triple: [Education Bureau, collaboratesWith, Hong Kong Examinations and Assessment Authority]
Generated description
The Hong Kong Examinations and Assessment Authority is a statutory body responsible for administering public examinations and providing assessment services in Hong Kong.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hong Kong Examinations and Assessment Authority
Target entity description: The Hong Kong Examinations and Assessment Authority is a statutory body responsible for administering public examinations and providing assessment services in Hong Kong.
  • A. Council of the University of Hong Kong
    The Council of the University of Hong Kong is the institution’s supreme governing and decision-making body, overseeing its strategic direction, policies, and overall administration.
  • B. 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.
  • C. Hong Kong Diploma of Secondary Education curriculum
    The Hong Kong Diploma of Secondary Education curriculum is the standardized senior secondary education program in Hong Kong that prepares students for university admission and further studies through a unified public examination system.
  • D. 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.
  • E. Hong Kong Institute of Legal Education
    The Hong Kong Institute of Legal Education is a research and educational body focused on advancing legal scholarship, professional training, and innovation in legal education in Hong Kong.
  • 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_69dbc5a84cc4819098a975e33250c89b 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_69f78bd316788190a245e8199f6ac87b completed May 3, 2026, 5:54 p.m.
NED2 Entity disambiguation (via description) batch_69f78c9f543481909a0de6a0c3bb041f completed May 3, 2026, 5:57 p.m.
Created at: April 9, 2026, 9:51 p.m.