Triple

T15643691

Position	Surface form	Disambiguated ID	Type / Status
Subject	Ministry of Transportation and Communications (Taiwan)	`E376125`	entity
Predicate	hasEnglishName	`P3437`	FINISHED
Object	Ministry of Transportation and Communications The Ministry of Transportation and Communications is a cabinet-level government agency in Taiwan responsible for national transportation infrastructure, traffic policy, and communications regulation.	`E1168256`	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: Ministry of Transportation and Communications | Statement: [Ministry of Transportation and Communications (Taiwan), hasEnglishName, Ministry of Transportation and Communications]

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

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

A. Ministry of Infrastructure and Transport
The Ministry of Infrastructure and Transport is the Italian government department responsible for national transport systems and major public infrastructure planning, regulation, and development.
B. 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.
C. 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.
D. 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.
E. Secretariat for Transport and Public Works
The Secretariat for Transport and Public Works is a principal government body in the Macao Special Administrative Region responsible for overseeing transport infrastructure, public works, and related urban services.
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: Ministry of Transportation and Communications
Triple: [Ministry of Transportation and Communications (Taiwan), hasEnglishName, Ministry of Transportation and Communications]

Generated description

The Ministry of Transportation and Communications is a cabinet-level government agency in Taiwan responsible for national transportation infrastructure, traffic policy, and communications regulation.

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

Target entity: Ministry of Transportation and Communications
Target entity description: The Ministry of Transportation and Communications is a cabinet-level government agency in Taiwan responsible for national transportation infrastructure, traffic policy, and communications regulation.

A. Ministry of Infrastructure and Transport
The Ministry of Infrastructure and Transport is the Italian government department responsible for national transport systems and major public infrastructure planning, regulation, and development.
B. 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.
C. 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.
D. 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.
E. Secretariat for Transport and Public Works
The Secretariat for Transport and Public Works is a principal government body in the Macao Special Administrative Region responsible for overseeing transport infrastructure, public works, and related urban services.
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.