Triple

T10034982
Position Surface form Disambiguated ID Type / Status
Subject Huanggang Municipal People's Government E204942 entity
Predicate hasDepartment P35 FINISHED
Object Huanggang Municipal Finance Bureau
Huanggang Municipal Finance Bureau is the government agency responsible for managing public finances, budgeting, and fiscal policy for the city of Huanggang under the Huanggang Municipal People's Government.
E836814 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: Huanggang Municipal Finance Bureau | Statement: [Huanggang Municipal People's Government, hasDepartment, Huanggang Municipal Finance Bureau]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Huanggang Municipal Finance Bureau
Context triple: [Huanggang Municipal People's Government, hasDepartment, Huanggang Municipal Finance Bureau]
  • A. 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.
  • B. 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.
  • C. Huangshi Finance Bureau
    Huangshi Finance Bureau is the municipal government agency responsible for managing public finances, budgeting, and fiscal policy in Huangshi, China.
  • D. Xiaogan Municipal Finance Bureau
    Xiaogan Municipal Finance Bureau is the local government department responsible for managing public finances, budgeting, and fiscal policy in Xiaogan City, China.
  • E. Huangshi Audit Bureau
    Huangshi Audit Bureau is a government agency responsible for supervising and auditing the use of public funds and financial activities within Huangshi city.
  • 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: Huanggang Municipal Finance Bureau
Triple: [Huanggang Municipal People's Government, hasDepartment, Huanggang Municipal Finance Bureau]
Generated description
Huanggang Municipal Finance Bureau is the government agency responsible for managing public finances, budgeting, and fiscal policy for the city of Huanggang under the Huanggang Municipal People's Government.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Huanggang Municipal Finance Bureau
Target entity description: Huanggang Municipal Finance Bureau is the government agency responsible for managing public finances, budgeting, and fiscal policy for the city of Huanggang under the Huanggang Municipal People's Government.
  • A. 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.
  • B. 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.
  • C. Huangshi Finance Bureau
    Huangshi Finance Bureau is the municipal government agency responsible for managing public finances, budgeting, and fiscal policy in Huangshi, China.
  • D. Xiaogan Municipal Finance Bureau
    Xiaogan Municipal Finance Bureau is the local government department responsible for managing public finances, budgeting, and fiscal policy in Xiaogan City, China.
  • E. Huangshi Audit Bureau
    Huangshi Audit Bureau is a government agency responsible for supervising and auditing the use of public funds and financial activities within Huangshi city.
  • 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_69ca834d77188190ad645e33e8ca3200 completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cdce4a515c8190baec86d924623b12 completed April 2, 2026, 2:02 a.m.
NED1 Entity disambiguation (via context triple) batch_69d28250be608190b7e2b809672cdd78 completed April 5, 2026, 3:40 p.m.
NEDg Description generation batch_69d2834f6d488190812f91a5b4971c1e completed April 5, 2026, 3:44 p.m.
NED2 Entity disambiguation (via description) batch_69d28432d900819091ff0d324a6bb28a completed April 5, 2026, 3:48 p.m.
Created at: March 30, 2026, 8:55 p.m.