Triple

T5755633

Position	Surface form	Disambiguated ID	Type / Status
Subject	Liuzhou Municipal People's Government	`E126958`	entity
Predicate	hasBranch	`P35`	FINISHED
Object	Liuzhou Municipal Transportation Bureau The Liuzhou Municipal Transportation Bureau is the local government department responsible for planning, managing, and overseeing transportation and related infrastructure within Liuzhou City, China.	`E545699`	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 Transportation Bureau | Statement: [Liuzhou Municipal People's Government, hasBranch, Liuzhou Municipal Transportation Bureau]

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

Target entity: Liuzhou Municipal Transportation Bureau
Context triple: [Liuzhou Municipal People's Government, hasBranch, Liuzhou Municipal Transportation 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. Liuzhou railway station
Liuzhou railway station is a major rail transport hub in Liuzhou, Guangxi, China, serving both conventional and high-speed train services connecting the city with regional and national destinations.
C. 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.
D. Liuzhou North railway station
Liuzhou North railway station is a major passenger and freight rail hub serving the northern part of Liuzhou in China’s Guangxi region.
E. 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.
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 Transportation Bureau
Triple: [Liuzhou Municipal People's Government, hasBranch, Liuzhou Municipal Transportation Bureau]

Generated description

The Liuzhou Municipal Transportation Bureau is the local government department responsible for planning, managing, and overseeing transportation and related infrastructure within Liuzhou City, China.

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

Target entity: Liuzhou Municipal Transportation Bureau
Target entity description: The Liuzhou Municipal Transportation Bureau is the local government department responsible for planning, managing, and overseeing transportation and related infrastructure within Liuzhou City, China.

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. Liuzhou railway station
Liuzhou railway station is a major rail transport hub in Liuzhou, Guangxi, China, serving both conventional and high-speed train services connecting the city with regional and national destinations.
C. 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.
D. Liuzhou North railway station
Liuzhou North railway station is a major passenger and freight rail hub serving the northern part of Liuzhou in China’s Guangxi region.
E. 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.
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.