Triple

T15665129

Position	Surface form	Disambiguated ID	Type / Status
Subject	Taipei City Government	`E377166`	entity
Predicate	hasDepartment	`P35`	FINISHED
Object	Department of Finance, Taipei City Government The Department of Finance, Taipei City Government is the municipal agency responsible for managing Taipei’s public finances, including budgeting, revenue collection, and fiscal policy implementation.	`E1169913`	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 Finance, Taipei City Government | Statement: [Taipei City Government, hasDepartment, Department of Finance, Taipei City Government]

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

Target entity: Department of Finance, Taipei City Government
Context triple: [Taipei City Government, hasDepartment, Department of Finance, Taipei City Government]

A. Department of Finance of Taoyuan City Government
The Department of Finance of Taoyuan City Government is the municipal agency responsible for managing Taoyuan’s public finances, including budgeting, revenue collection, and fiscal policy implementation.
B. Ministry of Finance (Taiwan)
The Ministry of Finance (Taiwan) is the central government agency responsible for formulating and implementing Taiwan’s fiscal, taxation, and public finance policies.
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. National Taxation Bureau of Taipei
The National Taxation Bureau of Taipei is a regional tax authority in Taiwan responsible for administering and collecting national taxes, providing taxpayer services, and enforcing tax laws within its jurisdiction.
E. Tainan City Government
Tainan City Government is the local administrative authority responsible for governing Tainan, one of Taiwan’s oldest and historically most significant cities.
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 Finance, Taipei City Government
Triple: [Taipei City Government, hasDepartment, Department of Finance, Taipei City Government]

Generated description

The Department of Finance, Taipei City Government is the municipal agency responsible for managing Taipei’s public finances, including budgeting, revenue collection, and fiscal policy implementation.

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

Target entity: Department of Finance, Taipei City Government
Target entity description: The Department of Finance, Taipei City Government is the municipal agency responsible for managing Taipei’s public finances, including budgeting, revenue collection, and fiscal policy implementation.

A. Department of Finance of Taoyuan City Government
The Department of Finance of Taoyuan City Government is the municipal agency responsible for managing Taoyuan’s public finances, including budgeting, revenue collection, and fiscal policy implementation.
B. Ministry of Finance (Taiwan)
The Ministry of Finance (Taiwan) is the central government agency responsible for formulating and implementing Taiwan’s fiscal, taxation, and public finance policies.
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. National Taxation Bureau of Taipei
The National Taxation Bureau of Taipei is a regional tax authority in Taiwan responsible for administering and collecting national taxes, providing taxpayer services, and enforcing tax laws within its jurisdiction.
E. Tainan City Government
Tainan City Government is the local administrative authority responsible for governing Tainan, one of Taiwan’s oldest and historically most significant cities.
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_69d85cd2e28481909d4e975bee20872f`	completed	April 10, 2026, 2:13 a.m.
NER	Named-entity recognition	`batch_69e04f0f4df08190ad2c5d78e435d8eb`	completed	April 16, 2026, 2:53 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69ff679ff4648190a2f05d6445fa59df`	completed	May 9, 2026, 4:58 p.m.
NEDg	Description generation	`batch_69ff68af38848190975e374b2c8c917b`	completed	May 9, 2026, 5:02 p.m.
NED2	Entity disambiguation (via description)	`batch_69ff69660b6c819082dbdf06db1c8fe3`	completed	May 9, 2026, 5:05 p.m.

Created at: April 10, 2026, 4:16 a.m.