Triple

T3083063
Position Surface form Disambiguated ID Type / Status
Subject Government of the Hong Kong Special Administrative Region E64302 entity
Predicate hasBranch P35 FINISHED
Object Development Bureau
The Development Bureau is a policy bureau of the Hong Kong SAR government responsible for planning, land use, public works, and sustainable urban development.
E325943 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: Development Bureau | Statement: [Government of the Hong Kong Special Administrative Region, hasBranch, Development Bureau]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Development Bureau
Context triple: [Government of the Hong Kong Special Administrative Region, hasBranch, Development Bureau]
  • A. Office of Economic and Development Affairs
    The Office of Economic and Development Affairs is a U.S. State Department office that leads engagement on economic, development, and related policy issues within international organizations and multilateral forums.
  • B. Department of Trade and Industry
    The Department of Trade and Industry was a former UK government department responsible for business, trade, energy, and industrial policy before its functions were redistributed to newer departments.
  • C. Economic Development Administration
    The Economic Development Administration is a U.S. federal agency that provides grants and technical assistance to support economic growth, job creation, and regional development in distressed communities.
  • D. Office for Promotion of Regional Revitalization
    The Office for Promotion of Regional Revitalization is a division of Japan’s central government that designs and coordinates policies to stimulate local economies, address regional depopulation, and support sustainable community development across the country.
  • E. Policy Development and Planning Bureau
    The Policy Development and Planning Bureau is a unit within the Philippines’ Department of Social Welfare and Development responsible for formulating social welfare policies, plans, and strategies to guide the agency’s programs and services.
  • 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: Development Bureau
Triple: [Government of the Hong Kong Special Administrative Region, hasBranch, Development Bureau]
Generated description
The Development Bureau is a policy bureau of the Hong Kong SAR government responsible for planning, land use, public works, and sustainable urban development.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Development Bureau
Target entity description: The Development Bureau is a policy bureau of the Hong Kong SAR government responsible for planning, land use, public works, and sustainable urban development.
  • A. Office of Economic and Development Affairs
    The Office of Economic and Development Affairs is a U.S. State Department office that leads engagement on economic, development, and related policy issues within international organizations and multilateral forums.
  • B. Department of Trade and Industry
    The Department of Trade and Industry was a former UK government department responsible for business, trade, energy, and industrial policy before its functions were redistributed to newer departments.
  • C. Economic Development Administration
    The Economic Development Administration is a U.S. federal agency that provides grants and technical assistance to support economic growth, job creation, and regional development in distressed communities.
  • D. Office for Promotion of Regional Revitalization
    The Office for Promotion of Regional Revitalization is a division of Japan’s central government that designs and coordinates policies to stimulate local economies, address regional depopulation, and support sustainable community development across the country.
  • E. Policy Development and Planning Bureau
    The Policy Development and Planning Bureau is a unit within the Philippines’ Department of Social Welfare and Development responsible for formulating social welfare policies, plans, and strategies to guide the agency’s programs and services.
  • 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_69ad857bb4c88190a4cf27893fcabed8 completed March 8, 2026, 2:19 p.m.
NER Named-entity recognition batch_69ada1e877008190aacbd6f1357bdb9b completed March 8, 2026, 4:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69b1f89847e48190b82849701e119758 completed March 11, 2026, 11:19 p.m.
NEDg Description generation batch_69b1f9608e88819098f4044e54e0d908 completed March 11, 2026, 11:23 p.m.
NED2 Entity disambiguation (via description) batch_69b1fe3c8f408190988e7c7e3a51057e completed March 11, 2026, 11:43 p.m.
Created at: March 8, 2026, 3:03 p.m.