Triple

T15476119

Position	Surface form	Disambiguated ID	Type / Status
Subject	Ministry of the Interior of Taiwan	`E376784`	entity
Predicate	oversees	`P46`	FINISHED
Object	Construction and Planning Agency The Construction and Planning Agency is a Taiwanese government body responsible for national land-use planning, urban development, and construction regulation.	`E1159351`	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: Construction and Planning Agency | Statement: [Ministry of the Interior of Taiwan, oversees, Construction and Planning Agency]

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

Target entity: Construction and Planning Agency
Context triple: [Ministry of the Interior of Taiwan, oversees, Construction and Planning Agency]

A. Directorate of Construction
The Directorate of Construction is the division of the U.S. Occupational Safety and Health Administration responsible for developing and enforcing safety and health standards in the construction industry.
B. Bureau of Construction
The Bureau of Construction is a division within the Alabama Department of Transportation responsible for overseeing and managing the construction of state transportation infrastructure projects.
C. Engineering and Construction Bureau
The Engineering and Construction Bureau was a technical division of the Panama Canal Commission responsible for planning, designing, and overseeing construction and maintenance projects related to the canal’s infrastructure.
D. Directorate of Public Works
The Directorate of Public Works is the U.S. Army Garrison West Point office responsible for planning, maintaining, and managing the installation’s infrastructure, facilities, and environmental services.
E. Main Construction Directorate
The Main Construction Directorate was a key Soviet military agency responsible for overseeing and managing construction projects and infrastructure development for the USSR’s Ministry of Defense.
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: Construction and Planning Agency
Triple: [Ministry of the Interior of Taiwan, oversees, Construction and Planning Agency]

Generated description

The Construction and Planning Agency is a Taiwanese government body responsible for national land-use planning, urban development, and construction regulation.

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

Target entity: Construction and Planning Agency
Target entity description: The Construction and Planning Agency is a Taiwanese government body responsible for national land-use planning, urban development, and construction regulation.

A. Directorate of Construction
The Directorate of Construction is the division of the U.S. Occupational Safety and Health Administration responsible for developing and enforcing safety and health standards in the construction industry.
B. Bureau of Construction
The Bureau of Construction is a division within the Alabama Department of Transportation responsible for overseeing and managing the construction of state transportation infrastructure projects.
C. Engineering and Construction Bureau
The Engineering and Construction Bureau was a technical division of the Panama Canal Commission responsible for planning, designing, and overseeing construction and maintenance projects related to the canal’s infrastructure.
D. Directorate of Public Works
The Directorate of Public Works is the U.S. Army Garrison West Point office responsible for planning, maintaining, and managing the installation’s infrastructure, facilities, and environmental services.
E. Main Construction Directorate
The Main Construction Directorate was a key Soviet military agency responsible for overseeing and managing construction projects and infrastructure development for the USSR’s Ministry of Defense.
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_69d85cd21dcc81908646251b1c26ea00`	completed	April 10, 2026, 2:13 a.m.
NER	Named-entity recognition	`batch_69e03f88a5dc8190a2d7830748e29180`	completed	April 16, 2026, 1:46 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69ff2d093ccc8190aefc355a837c83f4`	completed	May 9, 2026, 12:48 p.m.
NEDg	Description generation	`batch_69ff3015ee2c8190ad2c28cd2850d903`	completed	May 9, 2026, 1:01 p.m.
NED2	Entity disambiguation (via description)	`batch_69ff30ed9a5481909cefad0ef877a2e9`	completed	May 9, 2026, 1:04 p.m.

Created at: April 10, 2026, 3:34 a.m.