Triple

T23194846
Position Surface form Disambiguated ID Type / Status
Subject Dongguan municipal government E579845 entity
Predicate hasBranch P35 FINISHED
Object Dongguan Municipal Finance Bureau
The Dongguan Municipal Finance Bureau is the local government department responsible for managing public finances, budgeting, and fiscal policy within Dongguan City.
 E1573497 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: Dongguan Municipal Finance Bureau | Statement: [Dongguan municipal government, hasBranch, Dongguan Municipal Finance Bureau]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Dongguan Municipal Finance Bureau
Context triple: [Dongguan municipal government, hasBranch, Dongguan Municipal Finance Bureau]
  • A. Guangzhou Municipal Finance Bureau
    The Guangzhou Municipal Finance Bureau is the local government department responsible for managing public finances, budgeting, and fiscal policy for the city of Guangzhou.
  • B. Guangdong Provincial Department of Finance
    The Guangdong Provincial Department of Finance is the provincial government agency responsible for managing public finances, budgeting, and fiscal policy in Guangdong Province, China.
  • C. Dongguan municipal government
    The Dongguan municipal government is the local administrative authority responsible for governing the prefecture-level city of Dongguan in Guangdong Province, China.
  • D. Guangdong Provincial Audit Office
    The Guangdong Provincial Audit Office is the provincial government agency responsible for auditing public funds, government departments, and state-owned entities within Guangdong Province, China.
  • E. Bureau of Finance of Zhuhai
    The Bureau of Finance of Zhuhai is the municipal government agency responsible for managing Zhuhai’s public finances, including budgeting, fiscal policy, and oversight of government expenditures and revenues.
  • 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: Dongguan Municipal Finance Bureau
Triple: [Dongguan municipal government, hasBranch, Dongguan Municipal Finance Bureau]
Generated description
The Dongguan Municipal Finance Bureau is the local government department responsible for managing public finances, budgeting, and fiscal policy within Dongguan City.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Dongguan Municipal Finance Bureau
Target entity description: The Dongguan Municipal Finance Bureau is the local government department responsible for managing public finances, budgeting, and fiscal policy within Dongguan City.
  • A. Guangzhou Municipal Finance Bureau
    The Guangzhou Municipal Finance Bureau is the local government department responsible for managing public finances, budgeting, and fiscal policy for the city of Guangzhou.
  • B. Guangdong Provincial Department of Finance
    The Guangdong Provincial Department of Finance is the provincial government agency responsible for managing public finances, budgeting, and fiscal policy in Guangdong Province, China.
  • C. Dongguan municipal government
    The Dongguan municipal government is the local administrative authority responsible for governing the prefecture-level city of Dongguan in Guangdong Province, China.
  • D. Guangdong Provincial Audit Office
    The Guangdong Provincial Audit Office is the provincial government agency responsible for auditing public funds, government departments, and state-owned entities within Guangdong Province, China.
  • E. Bureau of Finance of Zhuhai
    The Bureau of Finance of Zhuhai is the municipal government agency responsible for managing Zhuhai’s public finances, including budgeting, fiscal policy, and oversight of government expenditures and revenues.
  • 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_69e24600eed08190bd7e5295653a1503 completed April 17, 2026, 2:38 p.m.
NER Named-entity recognition batch_69f18fda64cc8190aeb5ccd8d8d20858 completed April 29, 2026, 4:58 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c30bcb5d4819088b89ef3aa187791 completed May 19, 2026, 9:43 a.m.
NEDg Description generation batch_6a0c3283a77081908369f2b8cb78c781 completed May 19, 2026, 9:50 a.m.
NED2 Entity disambiguation (via description) batch_6a0c331f08248190a6fa671734fca280 completed May 19, 2026, 9:53 a.m.
Created at: April 17, 2026, 4:06 p.m.