Triple

T8461473
Position Surface form Disambiguated ID Type / Status
Subject Huangshi Municipal People's Government E200048 entity
Predicate hasDepartment P35 FINISHED
Object Huangshi Natural Resources and Planning Bureau
Huangshi Natural Resources and Planning Bureau is a municipal government agency responsible for managing land, natural resources, and urban–rural planning within Huangshi City, China.
E736004 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: Huangshi Natural Resources and Planning Bureau | Statement: [Huangshi Municipal People's Government, hasDepartment, Huangshi Natural Resources and Planning Bureau]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Huangshi Natural Resources and Planning Bureau
Context triple: [Huangshi Municipal People's Government, hasDepartment, Huangshi Natural Resources and Planning Bureau]
  • A. Huangshi Ecology and Environment Bureau
    Huangshi Ecology and Environment Bureau is the municipal government agency responsible for environmental protection, ecological conservation, and pollution control in Huangshi, China.
  • B. Huangshi Development and Reform Commission
    The Huangshi Development and Reform Commission is a key municipal government agency in Huangshi responsible for macroeconomic planning, industrial policy, and coordinating major development projects and reforms.
  • C. Huangshi Municipal People's Government
    Huangshi Municipal People's Government is the principal administrative authority responsible for local governance, public services, and policy implementation in the prefecture-level city of Huangshi, Hubei Province, China.
  • D. Huangshi Housing and Urban-Rural Development Bureau
    The Huangshi Housing and Urban-Rural Development Bureau is a municipal government agency responsible for overseeing housing policy, urban and rural construction, and related infrastructure development in Huangshi, China.
  • E. Huangshi Culture and Tourism Bureau
    The Huangshi Culture and Tourism Bureau is a local government agency responsible for managing and promoting cultural affairs and tourism development in Huangshi, China.
  • 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: Huangshi Natural Resources and Planning Bureau
Triple: [Huangshi Municipal People's Government, hasDepartment, Huangshi Natural Resources and Planning Bureau]
Generated description
Huangshi Natural Resources and Planning Bureau is a municipal government agency responsible for managing land, natural resources, and urban–rural planning within Huangshi City, China.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Huangshi Natural Resources and Planning Bureau
Target entity description: Huangshi Natural Resources and Planning Bureau is a municipal government agency responsible for managing land, natural resources, and urban–rural planning within Huangshi City, China.
  • A. Huangshi Ecology and Environment Bureau
    Huangshi Ecology and Environment Bureau is the municipal government agency responsible for environmental protection, ecological conservation, and pollution control in Huangshi, China.
  • B. Huangshi Development and Reform Commission
    The Huangshi Development and Reform Commission is a key municipal government agency in Huangshi responsible for macroeconomic planning, industrial policy, and coordinating major development projects and reforms.
  • C. Huangshi Municipal People's Government
    Huangshi Municipal People's Government is the principal administrative authority responsible for local governance, public services, and policy implementation in the prefecture-level city of Huangshi, Hubei Province, China.
  • D. Huangshi Housing and Urban-Rural Development Bureau
    The Huangshi Housing and Urban-Rural Development Bureau is a municipal government agency responsible for overseeing housing policy, urban and rural construction, and related infrastructure development in Huangshi, China.
  • E. Huangshi Culture and Tourism Bureau
    The Huangshi Culture and Tourism Bureau is a local government agency responsible for managing and promoting cultural affairs and tourism development in Huangshi, China.
  • 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_69ca83198c4c8190a337bf717d1813f5 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cbe4a0ff4c8190b17bbd33db632cea completed March 31, 2026, 3:13 p.m.
NED1 Entity disambiguation (via context triple) batch_69ce39d5f50081908e273d5286a0d397 completed April 2, 2026, 9:41 a.m.
NEDg Description generation batch_69ce3bf7d2748190ad7ca0649fe2cb0f completed April 2, 2026, 9:50 a.m.
NED2 Entity disambiguation (via description) batch_69ce3c8aac8c8190a81c2c51cd0c06e0 completed April 2, 2026, 9:53 a.m.
Created at: March 30, 2026, 6:10 p.m.