Triple

T5755632
Position Surface form Disambiguated ID Type / Status
Subject Liuzhou Municipal People's Government E126958 entity
Predicate hasBranch P35 FINISHED
Object Liuzhou Municipal Commerce Bureau
The Liuzhou Municipal Commerce Bureau is a local government department responsible for managing and promoting commercial, trade, and investment affairs within Liuzhou City.
E545698 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: Liuzhou Municipal Commerce Bureau | Statement: [Liuzhou Municipal People's Government, hasBranch, Liuzhou Municipal Commerce Bureau]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Liuzhou Municipal Commerce Bureau
Context triple: [Liuzhou Municipal People's Government, hasBranch, Liuzhou Municipal Commerce Bureau]
  • A. Liuzhou Municipal People's Government
    Liuzhou Municipal People's Government is the principal administrative authority responsible for local governance, public services, and policy implementation in the city of Liuzhou, China.
  • B. Guangzhou Municipal Commerce Bureau
    Guangzhou Municipal Commerce Bureau is a government department of Guangzhou responsible for formulating and implementing the city’s policies on domestic and foreign trade, investment promotion, and commercial development.
  • C. Liuzhou, Guangxi, China
    Liuzhou is an industrial city in the Guangxi Zhuang Autonomous Region of southern China, known for its major automotive manufacturing sector and role as a regional transportation hub.
  • D. 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.
  • E. Liuzhou Iron and Steel (Liuzhou Steel Group)
    Liuzhou Iron and Steel (Liuzhou Steel Group) is a major Chinese state-owned steel manufacturer based in Liuzhou, Guangxi, known for producing a wide range of steel products for construction, machinery, and automotive industries.
  • 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: Liuzhou Municipal Commerce Bureau
Triple: [Liuzhou Municipal People's Government, hasBranch, Liuzhou Municipal Commerce Bureau]
Generated description
The Liuzhou Municipal Commerce Bureau is a local government department responsible for managing and promoting commercial, trade, and investment affairs within Liuzhou City.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Liuzhou Municipal Commerce Bureau
Target entity description: The Liuzhou Municipal Commerce Bureau is a local government department responsible for managing and promoting commercial, trade, and investment affairs within Liuzhou City.
  • A. Liuzhou Municipal People's Government
    Liuzhou Municipal People's Government is the principal administrative authority responsible for local governance, public services, and policy implementation in the city of Liuzhou, China.
  • B. Guangzhou Municipal Commerce Bureau
    Guangzhou Municipal Commerce Bureau is a government department of Guangzhou responsible for formulating and implementing the city’s policies on domestic and foreign trade, investment promotion, and commercial development.
  • C. Liuzhou, Guangxi, China
    Liuzhou is an industrial city in the Guangxi Zhuang Autonomous Region of southern China, known for its major automotive manufacturing sector and role as a regional transportation hub.
  • D. State-owned Assets Supervision and Administration Commission of Guangxi
    The State-owned Assets Supervision and Administration Commission of Guangxi is a regional government body in China responsible for overseeing and managing major state-owned enterprises in the Guangxi Zhuang Autonomous Region.
  • 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_69c00832aedc81909899801b141fa3b4 completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c02906848c8190bf7b0d62f57c27fa completed March 22, 2026, 5:38 p.m.
NED1 Entity disambiguation (via context triple) batch_69c07e47c1788190b5883df385475237 completed March 22, 2026, 11:41 p.m.
NEDg Description generation batch_69c08e5a7950819099cd9c9bd6c7a99a completed March 23, 2026, 12:50 a.m.
NED2 Entity disambiguation (via description) batch_69c08ed0c3ac8190a7093667bcd4fb0f completed March 23, 2026, 12:52 a.m.
Created at: March 22, 2026, 3:49 p.m.