Triple

T13903195

Position	Surface form	Disambiguated ID	Type / Status
Subject	Hangzhou Municipal People’s Government	`E334279`	entity
Predicate	hasBranch	`P35`	FINISHED
Object	Hangzhou Municipal Transportation Bureau The Hangzhou Municipal Transportation Bureau is the city-level government agency responsible for planning, managing, and overseeing transportation systems and infrastructure in Hangzhou, China.	`E1070224`	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: Hangzhou Municipal Transportation Bureau | Statement: [Hangzhou Municipal People’s Government, hasBranch, Hangzhou Municipal Transportation Bureau]

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

Target entity: Hangzhou Municipal Transportation Bureau
Context triple: [Hangzhou Municipal People’s Government, hasBranch, Hangzhou Municipal Transportation Bureau]

A. Hangzhou Municipal People’s Government
Hangzhou Municipal People’s Government is the principal administrative authority responsible for local governance, public services, and policy implementation in the city of Hangzhou, China.
B. Hangzhou Municipal Public Security Bureau
The Hangzhou Municipal Public Security Bureau is the city-level police authority responsible for law enforcement, public order, and security administration in Hangzhou, China.
C. Hangzhou Municipal Development and Reform Commission
The Hangzhou Municipal Development and Reform Commission is a key government agency responsible for formulating and coordinating the city’s economic and social development strategies, plans, and major reform initiatives.
D. Hangzhou Municipal Health Commission
The Hangzhou Municipal Health Commission is the local government authority responsible for public health policy, medical services administration, and disease prevention in Hangzhou, China.
E. Hangzhou Municipal Finance Bureau
The Hangzhou Municipal Finance Bureau is the city-level government department responsible for managing Hangzhou’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: Hangzhou Municipal Transportation Bureau
Triple: [Hangzhou Municipal People’s Government, hasBranch, Hangzhou Municipal Transportation Bureau]

Generated description

The Hangzhou Municipal Transportation Bureau is the city-level government agency responsible for planning, managing, and overseeing transportation systems and infrastructure in Hangzhou, China.

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

Target entity: Hangzhou Municipal Transportation Bureau
Target entity description: The Hangzhou Municipal Transportation Bureau is the city-level government agency responsible for planning, managing, and overseeing transportation systems and infrastructure in Hangzhou, China.

A. Hangzhou Municipal People’s Government
Hangzhou Municipal People’s Government is the principal administrative authority responsible for local governance, public services, and policy implementation in the city of Hangzhou, China.
B. Hangzhou Municipal Public Security Bureau
The Hangzhou Municipal Public Security Bureau is the city-level police authority responsible for law enforcement, public order, and security administration in Hangzhou, China.
C. Hangzhou Municipal Development and Reform Commission
The Hangzhou Municipal Development and Reform Commission is a key government agency responsible for formulating and coordinating the city’s economic and social development strategies, plans, and major reform initiatives.
D. Hangzhou Municipal Health Commission
The Hangzhou Municipal Health Commission is the local government authority responsible for public health policy, medical services administration, and disease prevention in Hangzhou, China.
E. Hangzhou Municipal Finance Bureau
The Hangzhou Municipal Finance Bureau is the city-level government department responsible for managing Hangzhou’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_69d81c5eaa9c819083b1ff8689179565`	completed	April 9, 2026, 9:38 p.m.
NER	Named-entity recognition	`batch_69de25db1e308190aaed6a21e443cc44`	completed	April 14, 2026, 11:32 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69f7ce7638a88190aae1b59c00ee27ce`	completed	May 3, 2026, 10:38 p.m.
NEDg	Description generation	`batch_69f9fd56da288190b2bd33bc496c3fb9`	completed	May 5, 2026, 2:23 p.m.
NED2	Entity disambiguation (via description)	`batch_69fb039fdb1c8190ad5286d1cfe80a29`	completed	May 6, 2026, 9:02 a.m.

Created at: April 9, 2026, 10:16 p.m.