Triple

T7613161

Position	Surface form	Disambiguated ID	Type / Status
Subject	Penghu County Government	`E172291`	entity
Predicate	hasSubdivision	`P747`	FINISHED
Object	Penghu County Government Education Department Penghu County Government Education Department is the local governmental agency responsible for planning, administering, and supervising education policies and schools within Penghu County, Taiwan.	`E172291`	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: Penghu County Government Education Department | Statement: [Penghu County Government, hasSubdivision, Penghu County Government Education Department]

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

Target entity: Penghu County Government Education Department
Context triple: [Penghu County Government, hasSubdivision, Penghu County Government Education Department]

A. Penghu County Government
Penghu County Government is the local administrative authority responsible for governing and managing public affairs in Taiwan’s outlying Penghu archipelago.
B. Pingtung County Government
Pingtung County Government is the local administrative authority responsible for governing and providing public services in Pingtung County, Taiwan.
C. 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.
D. 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.
E. Taitung County Government
Taitung County Government is the local administrative authority responsible for governing and providing public services in Taitung County, 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: Penghu County Government Education Department
Triple: [Penghu County Government, hasSubdivision, Penghu County Government Education Department]

Generated description

Penghu County Government Education Department is the local governmental agency responsible for planning, administering, and supervising education policies and schools within Penghu County, Taiwan.

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

Target entity: Penghu County Government Education Department
Target entity description: Penghu County Government Education Department is the local governmental agency responsible for planning, administering, and supervising education policies and schools within Penghu County, Taiwan.

A. Penghu County Government chosen
Penghu County Government is the local administrative authority responsible for governing and managing public affairs in Taiwan’s outlying Penghu archipelago.
B. Pingtung County Government
Pingtung County Government is the local administrative authority responsible for governing and providing public services in Pingtung County, Taiwan.
C. 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.
D. 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.
E. Taitung County Government
Taitung County Government is the local administrative authority responsible for governing and providing public services in Taitung County, Taiwan.
F. None of above.

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_69c6994f50808190ba228764bb422417`	completed	March 27, 2026, 2:50 p.m.
NER	Named-entity recognition	`batch_69c6fa23981c81908168ac0ac9add5d8`	completed	March 27, 2026, 9:44 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69c86868dce08190b31229ff2e06fe0c`	completed	March 28, 2026, 11:46 p.m.
NEDg	Description generation	`batch_69c8690ef840819082ecaa16b5cf3f0c`	completed	March 28, 2026, 11:49 p.m.
NED2	Entity disambiguation (via description)	`batch_69c86b70a51c819091590ff094e6e784`	completed	March 28, 2026, 11:59 p.m.

Created at: March 27, 2026, 3:55 p.m.