Triple

T8461460
Position Surface form Disambiguated ID Type / Status
Subject Huangshi Municipal People's Government E200048 entity
Predicate hasDepartment P35 FINISHED
Object Huangshi Finance Bureau
Huangshi Finance Bureau is the municipal government agency responsible for managing public finances, budgeting, and fiscal policy in Huangshi, China.
 E736001 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 Finance Bureau | Statement: [Huangshi Municipal People's Government, hasDepartment, Huangshi Finance Bureau]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Huangshi Finance Bureau
Context triple: [Huangshi Municipal People's Government, hasDepartment, Huangshi Finance Bureau]
  • A. Huangshi Commerce Bureau
    Huangshi Commerce Bureau is a government department under the Huangshi Municipal People's Government responsible for managing and promoting the city’s commercial and trade affairs.
  • B. Huangshi Public Security Bureau
    Huangshi Public Security Bureau is the principal law enforcement and public security agency responsible for maintaining social order and safety in Huangshi, Hubei Province, China.
  • C. Huangshi Transportation Bureau
    Huangshi Transportation Bureau is the municipal government agency responsible for planning, managing, and overseeing transportation and related infrastructure in Huangshi, China.
  • D. 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.
  • E. Hubei Provincial Department of Finance
    The Hubei Provincial Department of Finance is the provincial government agency responsible for managing public finances, budgeting, and fiscal policy 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 Finance Bureau
Triple: [Huangshi Municipal People's Government, hasDepartment, Huangshi Finance Bureau]
Generated description
Huangshi Finance Bureau is the municipal government agency responsible for managing public finances, budgeting, and fiscal policy in Huangshi, China.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Huangshi Finance Bureau
Target entity description: Huangshi Finance Bureau is the municipal government agency responsible for managing public finances, budgeting, and fiscal policy in Huangshi, China.
  • A. Huangshi Commerce Bureau
    Huangshi Commerce Bureau is a government department under the Huangshi Municipal People's Government responsible for managing and promoting the city’s commercial and trade affairs.
  • B. Huangshi Public Security Bureau
    Huangshi Public Security Bureau is the principal law enforcement and public security agency responsible for maintaining social order and safety in Huangshi, Hubei Province, China.
  • C. Huangshi Transportation Bureau
    Huangshi Transportation Bureau is the municipal government agency responsible for planning, managing, and overseeing transportation and related infrastructure in Huangshi, China.
  • D. 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.
  • E. Hubei Provincial Department of Finance
    The Hubei Provincial Department of Finance is the provincial government agency responsible for managing public finances, budgeting, and fiscal policy 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_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.