Triple

T15643651

Position	Surface form	Disambiguated ID	Type / Status
Subject	Ministry of Transportation and Communications (Taiwan)	`E376125`	entity
Predicate	nativeName	`P15`	FINISHED
Object	交通部交通部 is Taiwan’s central government ministry responsible for formulating and overseeing national policies on transportation infrastructure, traffic management, and communications.	`E1168250`	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: 交通部 | Statement: [Ministry of Transportation and Communications (Taiwan), nativeName, 交通部]

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

Target entity: 交通部
Context triple: [Ministry of Transportation and Communications (Taiwan), nativeName, 交通部]

A. Ministry of Transport of the People's Republic of China
The Ministry of Transport of the People's Republic of China is the central government agency responsible for formulating and overseeing national policies, regulations, and development plans for the country’s comprehensive transportation system, including road, rail, water, and air transport.
B. Verkehrsministerium
Das Verkehrsministerium ist ein staatliches Ressort, das für die Planung, Regulierung und Organisation des Verkehrs- und Transportwesens eines Landes oder einer Region zuständig ist.
C. Ministry of Transport
The Ministry of Transport is Egypt’s government body responsible for planning, regulating, and overseeing the country’s transportation infrastructure and services across road, rail, maritime, and other transit sectors.
D. Ministry of Transport
The Ministry of Transport is the Chinese government agency responsible for national transportation policy, planning, and regulation across sectors such as highways, waterways, and ports.
E. Hainan Provincial Department of Transport
Hainan Provincial Department of Transport is the provincial government agency responsible for planning, regulating, and overseeing transportation infrastructure and services across Hainan Province in 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: 交通部
Triple: [Ministry of Transportation and Communications (Taiwan), nativeName, 交通部]

Generated description

交通部 is Taiwan’s central government ministry responsible for formulating and overseeing national policies on transportation infrastructure, traffic management, and communications.

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

Target entity: 交通部
Target entity description: 交通部 is Taiwan’s central government ministry responsible for formulating and overseeing national policies on transportation infrastructure, traffic management, and communications.

A. Ministry of Transport of the People's Republic of China
The Ministry of Transport of the People's Republic of China is the central government agency responsible for formulating and overseeing national policies, regulations, and development plans for the country’s comprehensive transportation system, including road, rail, water, and air transport.
B. Verkehrsministerium
Das Verkehrsministerium ist ein staatliches Ressort, das für die Planung, Regulierung und Organisation des Verkehrs- und Transportwesens eines Landes oder einer Region zuständig ist.
C. Ministry of Transport
The Ministry of Transport is Egypt’s government body responsible for planning, regulating, and overseeing the country’s transportation infrastructure and services across road, rail, maritime, and other transit sectors.
D. Ministry of Transport
The Ministry of Transport is the Chinese government agency responsible for national transportation policy, planning, and regulation across sectors such as highways, waterways, and ports.
E. Hainan Provincial Department of Transport
Hainan Provincial Department of Transport is the provincial government agency responsible for planning, regulating, and overseeing transportation infrastructure and services across Hainan Province in 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_69d85cd035a48190b73d5579ab73969a`	completed	April 10, 2026, 2:13 a.m.
NER	Named-entity recognition	`batch_69e04ed400ec8190a14a9f7cf3092865`	completed	April 16, 2026, 2:52 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69ff5f4d49188190855a895c5844dee0`	completed	May 9, 2026, 4:22 p.m.
NEDg	Description generation	`batch_69ff614906cc81909d978d8645045af3`	completed	May 9, 2026, 4:31 p.m.
NED2	Entity disambiguation (via description)	`batch_69ff61b3b3f08190a2a1e1010684a316`	completed	May 9, 2026, 4:32 p.m.

Created at: April 10, 2026, 4:15 a.m.