Triple

T15506586
Position Surface form Disambiguated ID Type / Status
Subject Wuhan Municipal People’s Government E379096 entity
Predicate hasDepartment P35 FINISHED
Object Wuhan Municipal Commerce Bureau
The Wuhan Municipal Commerce Bureau is a local government agency responsible for formulating and implementing policies related to commerce, trade, and market regulation within Wuhan.
E1160992 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: Wuhan Municipal Commerce Bureau | Statement: [Wuhan Municipal People’s Government, hasDepartment, Wuhan Municipal Commerce Bureau]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Wuhan Municipal Commerce Bureau
Context triple: [Wuhan Municipal People’s Government, hasDepartment, Wuhan Municipal Commerce Bureau]
  • A. 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.
  • B. 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.
  • C. Wuhan Municipal People’s Government
    The Wuhan Municipal People’s Government is the chief administrative body responsible for governing Wuhan, overseeing local economic development, public services, and implementation of national and provincial policies in the city.
  • D. Wuhan Municipal Health Commission
    The Wuhan Municipal Health Commission is the local government body responsible for overseeing public health policy, medical services, and disease control in Wuhan, China.
  • E. Wuhan Municipal Public Security Bureau
    The Wuhan Municipal Public Security Bureau is the primary law enforcement agency responsible for public security, policing, and social order in the city of Wuhan, China.
  • 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: Wuhan Municipal Commerce Bureau
Triple: [Wuhan Municipal People’s Government, hasDepartment, Wuhan Municipal Commerce Bureau]
Generated description
The Wuhan Municipal Commerce Bureau is a local government agency responsible for formulating and implementing policies related to commerce, trade, and market regulation within Wuhan.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Wuhan Municipal Commerce Bureau
Target entity description: The Wuhan Municipal Commerce Bureau is a local government agency responsible for formulating and implementing policies related to commerce, trade, and market regulation within Wuhan.
  • A. 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.
  • B. 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.
  • C. Wuhan Municipal People’s Government
    The Wuhan Municipal People’s Government is the chief administrative body responsible for governing Wuhan, overseeing local economic development, public services, and implementation of national and provincial policies in the city.
  • D. Wuhan Municipal Health Commission
    The Wuhan Municipal Health Commission is the local government body responsible for overseeing public health policy, medical services, and disease control in Wuhan, China.
  • E. Wuhan Municipal Public Security Bureau
    The Wuhan Municipal Public Security Bureau is the primary law enforcement agency responsible for public security, policing, and social order in the city of Wuhan, China.
  • 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_69d85cd53a7c819080f5b9042c4c199e completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69e03fcea8888190a7b69aca360183c3 completed April 16, 2026, 1:47 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff366e472c819093472da2a49593c6 completed May 9, 2026, 1:28 p.m.
NEDg Description generation batch_69ff38053b508190827b8dc967e8ab09 completed May 9, 2026, 1:35 p.m.
NED2 Entity disambiguation (via description) batch_69ff390304ac81909e82e908e5d3ea3c completed May 9, 2026, 1:39 p.m.
Created at: April 10, 2026, 3:55 a.m.