Triple

T3631697

Position	Surface form	Disambiguated ID	Type / Status
Subject	Wuhan municipal authorities	`E76969`	entity
Predicate	hasComponent	`P35`	FINISHED
Object	Wuhan Municipal Transport Bureau The Wuhan Municipal Transport Bureau is the local government agency responsible for planning, regulating, and managing transportation systems and services within Wuhan, China.	`E76969`	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 Transport Bureau | Statement: [Wuhan municipal authorities, hasComponent, Wuhan Municipal Transport Bureau]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Wuhan Municipal Transport Bureau
Context triple: [Wuhan municipal authorities, hasComponent, Wuhan Municipal Transport Bureau]

A. Hubei Provincial Department of Transport
The Hubei Provincial Department of Transport is the provincial government agency responsible for planning, regulating, and managing transportation infrastructure and services within Hubei Province, China.
B. Guangzhou Municipal Transportation Bureau
Guangzhou Municipal Transportation Bureau is the government agency responsible for planning, managing, and overseeing transportation systems and policies within the city of Guangzhou, China.
C. Wuhan municipal authorities
Wuhan municipal authorities are the local government bodies responsible for administering and managing public services, infrastructure, and urban development in the city of Wuhan, China.
D. Beijing Municipal Commission of Transport
The Beijing Municipal Commission of Transport is the city government agency responsible for planning, regulating, and overseeing Beijing’s transportation systems, including its extensive subway network.
E. Shanghai Municipal Transportation Commission
The Shanghai Municipal Transportation Commission is the government body responsible for planning, regulating, and overseeing Shanghai’s urban transportation systems and infrastructure.
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 Transport Bureau
Triple: [Wuhan municipal authorities, hasComponent, Wuhan Municipal Transport Bureau]

Generated description

The Wuhan Municipal Transport Bureau is the local government agency responsible for planning, regulating, and managing transportation systems and services within Wuhan, China.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Wuhan Municipal Transport Bureau
Target entity description: The Wuhan Municipal Transport Bureau is the local government agency responsible for planning, regulating, and managing transportation systems and services within Wuhan, China.

A. Hubei Provincial Department of Transport
The Hubei Provincial Department of Transport is the provincial government agency responsible for planning, regulating, and managing transportation infrastructure and services within Hubei Province, China.
B. Guangzhou Municipal Transportation Bureau
Guangzhou Municipal Transportation Bureau is the government agency responsible for planning, managing, and overseeing transportation systems and policies within the city of Guangzhou, China.
C. Wuhan municipal authorities chosen
Wuhan municipal authorities are the local government bodies responsible for administering and managing public services, infrastructure, and urban development in the city of Wuhan, China.
D. Beijing Municipal Commission of Transport
The Beijing Municipal Commission of Transport is the city government agency responsible for planning, regulating, and overseeing Beijing’s transportation systems, including its extensive subway network.
E. Shanghai Municipal Transportation Commission
The Shanghai Municipal Transportation Commission is the government body responsible for planning, regulating, and overseeing Shanghai’s urban transportation systems and infrastructure.
F. None of above.

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_69ad85dc03948190b35b7189e4175bcc`	completed	March 8, 2026, 2:21 p.m.
NER	Named-entity recognition	`batch_69adc30251d881908284edeb7fe69ad8`	completed	March 8, 2026, 6:42 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69b44f16ba748190a2059804305e55ab`	completed	March 13, 2026, 5:53 p.m.
NEDg	Description generation	`batch_69b450785378819090b4ed7536db7757`	completed	March 13, 2026, 5:59 p.m.
NED2	Entity disambiguation (via description)	`batch_69b45a0afef8819097c6e87127b4d1db`	completed	March 13, 2026, 6:40 p.m.

Created at: March 8, 2026, 3:23 p.m.