Triple

T6913582

Position	Surface form	Disambiguated ID	Type / Status
Subject	Taoyuan City Government	`E159993`	entity
Predicate	hasSubdivision	`P747`	FINISHED
Object	Department of Education of Taoyuan City Government The Department of Education of Taoyuan City Government is the municipal agency responsible for planning, managing, and overseeing education policies, schools, and related educational services within Taoyuan City, Taiwan.	`E628113`	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: Department of Education of Taoyuan City Government | Statement: [Taoyuan City Government, hasSubdivision, Department of Education of Taoyuan City Government]

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

Target entity: Department of Education of Taoyuan City Government
Context triple: [Taoyuan City Government, hasSubdivision, Department of Education of Taoyuan City Government]

A. Taoyuan City Government
Taoyuan City Government is the local administrative authority responsible for governing Taoyuan City, a major municipality in northwestern Taiwan.
B. Ministry of Education of the ROC
The Ministry of Education of the Republic of China is the central government agency in Taiwan responsible for national education policy, curriculum standards, and language planning, including the promotion and regulation of Standard Chinese.
C. Taipei City Government
The Taipei City Government is the municipal authority responsible for administering and providing public services for Taiwan’s capital city, Taipei.
D. 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.
E. National Taiwan Normal University
National Taiwan Normal University is a leading public research university in Taipei, Taiwan, renowned for its teacher education programs and strong humanities and sciences.
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: Department of Education of Taoyuan City Government
Triple: [Taoyuan City Government, hasSubdivision, Department of Education of Taoyuan City Government]

Generated description

The Department of Education of Taoyuan City Government is the municipal agency responsible for planning, managing, and overseeing education policies, schools, and related educational services within Taoyuan City, Taiwan.

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

Target entity: Department of Education of Taoyuan City Government
Target entity description: The Department of Education of Taoyuan City Government is the municipal agency responsible for planning, managing, and overseeing education policies, schools, and related educational services within Taoyuan City, Taiwan.

A. Taoyuan City Government
Taoyuan City Government is the local administrative authority responsible for governing Taoyuan City, a major municipality in northwestern Taiwan.
B. Ministry of Education of the ROC
The Ministry of Education of the Republic of China is the central government agency in Taiwan responsible for national education policy, curriculum standards, and language planning, including the promotion and regulation of Standard Chinese.
C. Taipei City Government
The Taipei City Government is the municipal authority responsible for administering and providing public services for Taiwan’s capital city, Taipei.
D. 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.
E. National Taiwan Normal University
National Taiwan Normal University is a leading public research university in Taipei, Taiwan, renowned for its teacher education programs and strong humanities and sciences.
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_69c6883ab1008190a07129ff06f625d9`	completed	March 27, 2026, 1:38 p.m.
NER	Named-entity recognition	`batch_69c6d9dbca6c819091d8b65e54ada5d9`	completed	March 27, 2026, 7:26 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69c7491116448190b9945e5a53056cb9`	completed	March 28, 2026, 3:20 a.m.
NEDg	Description generation	`batch_69c74b46838c8190b5418d8f02f9aee1`	completed	March 28, 2026, 3:30 a.m.
NED2	Entity disambiguation (via description)	`batch_69c74d297b5881909b171d0a82adf173`	completed	March 28, 2026, 3:38 a.m.

Created at: March 27, 2026, 2:25 p.m.