Triple

T8461456
Position Surface form Disambiguated ID Type / Status
Subject Huangshi Municipal People's Government E200048 entity
Predicate hasDepartment P35 FINISHED
Object 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.
E735292 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 Development and Reform Commission | Statement: [Huangshi Municipal People's Government, hasDepartment, Huangshi Development and Reform Commission]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Huangshi Development and Reform Commission
Context triple: [Huangshi Municipal People's Government, hasDepartment, Huangshi Development and Reform Commission]
  • A. 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.
  • B. Hubei Provincial Development and Reform Commission
    The Hubei Provincial Development and Reform Commission is a key government agency in Hubei, China responsible for macroeconomic planning, industrial policy, and coordinating major development projects within the province.
  • C. Wuhan Municipal Development and Reform Commission
    The Wuhan Municipal Development and Reform Commission is a key government agency in Wuhan responsible for macroeconomic planning, industrial policy, and coordinating major development projects in the city.
  • D. Huanggang Municipal People's Government
    Huanggang Municipal People's Government is the chief administrative authority responsible for local governance, public services, and policy implementation in the prefecture-level city of Huanggang, Hubei Province, China.
  • E. Hubei Provincial Department of Commerce
    The Hubei Provincial Department of Commerce is the provincial government agency responsible for formulating and implementing commercial, trade, and foreign investment policies in China’s Hubei Province.
  • 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 Development and Reform Commission
Triple: [Huangshi Municipal People's Government, hasDepartment, Huangshi Development and Reform Commission]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Huangshi Development and Reform Commission
Target entity description: 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.
  • A. 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.
  • B. Hubei Provincial Development and Reform Commission
    The Hubei Provincial Development and Reform Commission is a key government agency in Hubei, China responsible for macroeconomic planning, industrial policy, and coordinating major development projects within the province.
  • C. Wuhan Municipal Development and Reform Commission
    The Wuhan Municipal Development and Reform Commission is a key government agency in Wuhan responsible for macroeconomic planning, industrial policy, and coordinating major development projects in the city.
  • D. Huanggang Municipal People's Government
    Huanggang Municipal People's Government is the chief administrative authority responsible for local governance, public services, and policy implementation in the prefecture-level city of Huanggang, Hubei Province, China.
  • E. Hubei Provincial Department of Commerce
    The Hubei Provincial Department of Commerce is the provincial government agency responsible for formulating and implementing commercial, trade, and foreign investment policies in China’s Hubei Province.
  • 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_69ce1df5d76881909ea5040824985cc3 completed April 2, 2026, 7:42 a.m.
NEDg Description generation batch_69ce1f88d404819096c6024c0e61d1ea completed April 2, 2026, 7:49 a.m.
NED2 Entity disambiguation (via description) batch_69ce209338b48190ba8375200a5529bd completed April 2, 2026, 7:53 a.m.
Created at: March 30, 2026, 6:10 p.m.