Triple

T15643569

Position	Surface form	Disambiguated ID	Type / Status
Subject	Ministry of Finance (Taiwan)	`E376123`	entity
Predicate	oversees	`P46`	FINISHED
Object	National Taxation Bureau of the Central Area The National Taxation Bureau of the Central Area is a regional tax administration agency in Taiwan responsible for implementing and enforcing national tax laws within its designated central jurisdiction.	`E1170389`	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: National Taxation Bureau of the Central Area | Statement: [Ministry of Finance (Taiwan), oversees, National Taxation Bureau of the Central Area]

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

Target entity: National Taxation Bureau of the Central Area
Context triple: [Ministry of Finance (Taiwan), oversees, National Taxation Bureau of the Central Area]

A. National Tax Agency (Japan)
The National Tax Agency (Japan) is the government body responsible for administering and enforcing Japan’s national tax system, including tax collection, audits, and related oversight.
B. National Taxation Bureau of the Northern Area
The National Taxation Bureau of the Northern Area is a regional tax administration agency in Taiwan responsible for implementing and enforcing national tax laws and policies within its jurisdiction.
C. Tax Bureau of the Ministry of Finance of Japan
The Tax Bureau of the Ministry of Finance of Japan is the government body responsible for planning, drafting, and administering the nation’s tax system and tax policies.
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. National Taxation Bureau of the Southern Area
The National Taxation Bureau of the Southern Area is a regional tax administration agency in Taiwan responsible for implementing and enforcing national tax laws and policies within its designated southern jurisdiction.
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: National Taxation Bureau of the Central Area
Triple: [Ministry of Finance (Taiwan), oversees, National Taxation Bureau of the Central Area]

Generated description

The National Taxation Bureau of the Central Area is a regional tax administration agency in Taiwan responsible for implementing and enforcing national tax laws within its designated central jurisdiction.

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

Target entity: National Taxation Bureau of the Central Area
Target entity description: The National Taxation Bureau of the Central Area is a regional tax administration agency in Taiwan responsible for implementing and enforcing national tax laws within its designated central jurisdiction.

A. National Tax Agency (Japan)
The National Tax Agency (Japan) is the government body responsible for administering and enforcing Japan’s national tax system, including tax collection, audits, and related oversight.
B. National Taxation Bureau of the Northern Area
The National Taxation Bureau of the Northern Area is a regional tax administration agency in Taiwan responsible for implementing and enforcing national tax laws and policies within its jurisdiction.
C. Tax Bureau of the Ministry of Finance of Japan
The Tax Bureau of the Ministry of Finance of Japan is the government body responsible for planning, drafting, and administering the nation’s tax system and tax policies.
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. National Taxation Bureau of the Southern Area
The National Taxation Bureau of the Southern Area is a regional tax administration agency in Taiwan responsible for implementing and enforcing national tax laws and policies within its designated southern jurisdiction.
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_69e04ed400ec8190a14a9f7cf3092865`	completed	April 16, 2026, 2:52 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69ff6790f2288190add8ab0bc0f114bf`	completed	May 9, 2026, 4:57 p.m.
NEDg	Description generation	`batch_69ff6bc27ef481908f5125ab553b5015`	completed	May 9, 2026, 5:15 p.m.
NED2	Entity disambiguation (via description)	`batch_69ff6c214c7881908ac483dbb8d08f29`	completed	May 9, 2026, 5:17 p.m.

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