Triple

T10129119
Position Surface form Disambiguated ID Type / Status
Subject Penny's Bay E226288 entity
Predicate planningAuthority P11585 FINISHED
Object Civil Engineering and Development Department of Hong Kong
The Civil Engineering and Development Department of Hong Kong is a government department responsible for planning, designing, and implementing major public works and land development projects across Hong Kong.
E842659 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: Civil Engineering and Development Department of Hong Kong | Statement: [Penny's Bay, planningAuthority, Civil Engineering and Development Department of Hong Kong]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Civil Engineering and Development Department of Hong Kong
Context triple: [Penny's Bay, planningAuthority, Civil Engineering and Development Department of Hong Kong]
  • A. Housing Department of Hong Kong
    The Housing Department of Hong Kong is the government agency responsible for planning, developing, and managing public housing and related services in the Hong Kong Special Administrative Region.
  • B. Hong Kong Marine Department
    The Hong Kong Marine Department is the government authority responsible for regulating, managing, and ensuring the safety and efficiency of Hong Kong’s maritime and port operations.
  • C. Hong Kong civil service
    The Hong Kong civil service is the professional, politically neutral administrative apparatus responsible for implementing government policies and delivering public services in the Hong Kong Special Administrative Region.
  • D. Department of Justice of Hong Kong
    The Department of Justice of Hong Kong is the principal legal adviser to the Hong Kong Special Administrative Region government, responsible for prosecution, legal policy, and drafting legislation.
  • E. Immigration Department of Hong Kong
    The Immigration Department of Hong Kong is the government agency responsible for controlling entry and exit, managing visas and residency, and handling related immigration services in the Hong Kong Special Administrative Region.
  • 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: Civil Engineering and Development Department of Hong Kong
Triple: [Penny's Bay, planningAuthority, Civil Engineering and Development Department of Hong Kong]
Generated description
The Civil Engineering and Development Department of Hong Kong is a government department responsible for planning, designing, and implementing major public works and land development projects across Hong Kong.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Civil Engineering and Development Department of Hong Kong
Target entity description: The Civil Engineering and Development Department of Hong Kong is a government department responsible for planning, designing, and implementing major public works and land development projects across Hong Kong.
  • A. Housing Department of Hong Kong
    The Housing Department of Hong Kong is the government agency responsible for planning, developing, and managing public housing and related services in the Hong Kong Special Administrative Region.
  • B. Hong Kong Marine Department
    The Hong Kong Marine Department is the government authority responsible for regulating, managing, and ensuring the safety and efficiency of Hong Kong’s maritime and port operations.
  • C. Hong Kong civil service
    The Hong Kong civil service is the professional, politically neutral administrative apparatus responsible for implementing government policies and delivering public services in the Hong Kong Special Administrative Region.
  • D. Department of Justice of Hong Kong
    The Department of Justice of Hong Kong is the principal legal adviser to the Hong Kong Special Administrative Region government, responsible for prosecution, legal policy, and drafting legislation.
  • E. Immigration Department of Hong Kong
    The Immigration Department of Hong Kong is the government agency responsible for controlling entry and exit, managing visas and residency, and handling related immigration services in the Hong Kong Special Administrative Region.
  • 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_69ca843057b48190a86730167f5d6b98 completed March 30, 2026, 2:09 p.m.
NER Named-entity recognition batch_69cdd333186c819088bbf617967f24fa completed April 2, 2026, 2:23 a.m.
NED1 Entity disambiguation (via context triple) batch_69d2cc7c50b08190a04aa2f58a6c300a completed April 5, 2026, 8:56 p.m.
NEDg Description generation batch_69d2cecd67448190a28a90148ad83c20 completed April 5, 2026, 9:06 p.m.
NED2 Entity disambiguation (via description) batch_69d2cf4d259881909f44bf1ec39524de completed April 5, 2026, 9:08 p.m.
Created at: March 30, 2026, 9:05 p.m.