Triple

T10148433

Position	Surface form	Disambiguated ID	Type / Status
Subject	Hanoi urban road network	`E231766`	entity
Predicate	managedBy	`P86`	FINISHED
Object	Hanoi Department of Transport The Hanoi Department of Transport is the municipal government agency responsible for planning, regulating, and overseeing transportation infrastructure and services throughout Hanoi.	`E844113`	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: Hanoi Department of Transport | Statement: [Hanoi urban road network, managedBy, Hanoi Department of Transport]

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

Target entity: Hanoi Department of Transport
Context triple: [Hanoi urban road network, managedBy, Hanoi Department of Transport]

A. Ho Chi Minh City Department of Transport
The Ho Chi Minh City Department of Transport is the municipal government agency responsible for planning, regulating, and managing transportation infrastructure and services across Ho Chi Minh City.
B. Ministry of Transport of Vietnam
The Ministry of Transport of Vietnam is the central government body responsible for formulating and overseeing national policies, regulations, and infrastructure development in the country’s transport sectors, including road, rail, maritime, and aviation.
C. Hanoi municipal authorities
Hanoi municipal authorities are the local government bodies responsible for administering and overseeing public services, infrastructure, and urban management within Vietnam’s capital city.
D. Hanoi People’s Committee
The Hanoi People’s Committee is the executive administrative body responsible for implementing policies, managing public services, and overseeing day-to-day governance in Vietnam’s capital city.
E. Hanoi Party Committee
The Hanoi Party Committee is the leading Communist Party body responsible for setting political direction, governance priorities, and major policy decisions for Vietnam’s capital city, Hanoi.
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: Hanoi Department of Transport
Triple: [Hanoi urban road network, managedBy, Hanoi Department of Transport]

Generated description

The Hanoi Department of Transport is the municipal government agency responsible for planning, regulating, and overseeing transportation infrastructure and services throughout Hanoi.

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

Target entity: Hanoi Department of Transport
Target entity description: The Hanoi Department of Transport is the municipal government agency responsible for planning, regulating, and overseeing transportation infrastructure and services throughout Hanoi.

A. Ho Chi Minh City Department of Transport
The Ho Chi Minh City Department of Transport is the municipal government agency responsible for planning, regulating, and managing transportation infrastructure and services across Ho Chi Minh City.
B. Ministry of Transport of Vietnam
The Ministry of Transport of Vietnam is the central government body responsible for formulating and overseeing national policies, regulations, and infrastructure development in the country’s transport sectors, including road, rail, maritime, and aviation.
C. Hanoi municipal authorities
Hanoi municipal authorities are the local government bodies responsible for administering and overseeing public services, infrastructure, and urban management within Vietnam’s capital city.
D. Hanoi People’s Committee
The Hanoi People’s Committee is the executive administrative body responsible for implementing policies, managing public services, and overseeing day-to-day governance in Vietnam’s capital city.
E. Hanoi Party Committee
The Hanoi Party Committee is the leading Communist Party body responsible for setting political direction, governance priorities, and major policy decisions for Vietnam’s capital city, Hanoi.
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_69ca848364f881908a24366a6feec1db`	completed	March 30, 2026, 2:11 p.m.
NER	Named-entity recognition	`batch_69cdec024da481908b8170fcf3b18e67`	completed	April 2, 2026, 4:09 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69d2e62c1984819095fcb239f11731b4`	completed	April 5, 2026, 10:46 p.m.
NEDg	Description generation	`batch_69d2e73fd6988190a338a9e49dc3671b`	completed	April 5, 2026, 10:50 p.m.
NED2	Entity disambiguation (via description)	`batch_69d2e8c9058c8190bfa5720397331fa1`	completed	April 5, 2026, 10:57 p.m.

Created at: March 30, 2026, 9:08 p.m.