Triple

T15642995

Position	Surface form	Disambiguated ID	Type / Status
Subject	New Taipei City Government	`E376110`	entity
Predicate	hasPart	`P35`	FINISHED
Object	New Taipei City Department of Public Works The New Taipei City Department of Public Works is a municipal agency responsible for planning, constructing, and maintaining New Taipei City’s public infrastructure and facilities.	`E1170901`	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: New Taipei City Department of Public Works | Statement: [New Taipei City Government, hasPart, New Taipei City Department of Public Works]

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

Target entity: New Taipei City Department of Public Works
Context triple: [New Taipei City Government, hasPart, New Taipei City Department of Public Works]

A. New Taipei City Department of Urban Development
The New Taipei City Department of Urban Development is a municipal agency responsible for urban planning, land use management, and development policy within New Taipei City, Taiwan.
B. New Taipei City Department of Transportation
The New Taipei City Department of Transportation is the municipal agency responsible for planning, managing, and regulating transportation systems and traffic services within New Taipei City, Taiwan.
C. New Taipei City Government
New Taipei City Government is the municipal authority responsible for administering and providing public services for New Taipei City, Taiwan’s most populous municipality.
D. New Taipei City Department of Civil Affairs
The New Taipei City Department of Civil Affairs is a municipal agency responsible for managing local administrative, household registration, community development, and civic services within New Taipei City, Taiwan.
E. New Taipei City Department of Labor
The New Taipei City Department of Labor is a municipal agency responsible for overseeing labor affairs, employment services, and worker protections within New Taipei City, Taiwan.
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: New Taipei City Department of Public Works
Triple: [New Taipei City Government, hasPart, New Taipei City Department of Public Works]

Generated description

The New Taipei City Department of Public Works is a municipal agency responsible for planning, constructing, and maintaining New Taipei City’s public infrastructure and facilities.

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

Target entity: New Taipei City Department of Public Works
Target entity description: The New Taipei City Department of Public Works is a municipal agency responsible for planning, constructing, and maintaining New Taipei City’s public infrastructure and facilities.

A. New Taipei City Department of Urban Development
The New Taipei City Department of Urban Development is a municipal agency responsible for urban planning, land use management, and development policy within New Taipei City, Taiwan.
B. New Taipei City Department of Transportation
The New Taipei City Department of Transportation is the municipal agency responsible for planning, managing, and regulating transportation systems and traffic services within New Taipei City, Taiwan.
C. New Taipei City Government
New Taipei City Government is the municipal authority responsible for administering and providing public services for New Taipei City, Taiwan’s most populous municipality.
D. New Taipei City Department of Civil Affairs
The New Taipei City Department of Civil Affairs is a municipal agency responsible for managing local administrative, household registration, community development, and civic services within New Taipei City, Taiwan.
E. New Taipei City Department of Labor
The New Taipei City Department of Labor is a municipal agency responsible for overseeing labor affairs, employment services, and worker protections within New Taipei City, Taiwan.
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_69e04ed23d688190bea996f90989d406`	completed	April 16, 2026, 2:52 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69ff6ed079e48190b86ad7b66755fc1c`	completed	May 9, 2026, 5:28 p.m.
NEDg	Description generation	`batch_69ff6fa2b0b881908fa7af973ee0bb6f`	completed	May 9, 2026, 5:32 p.m.
NED2	Entity disambiguation (via description)	`batch_69ff707d1db4819097aa9402ce0abb97`	completed	May 9, 2026, 5:35 p.m.

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