Triple

T15643616

Position	Surface form	Disambiguated ID	Type / Status
Subject	Ministry of Justice (Taiwan)	`E376124`	entity
Predicate	oversees	`P46`	FINISHED
Object	Administrative Enforcement Agency (Taiwan) The Administrative Enforcement Agency (Taiwan) is a government body responsible for executing and collecting public debts and administrative fines on behalf of the state.	`E1168248`	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: Administrative Enforcement Agency (Taiwan) | Statement: [Ministry of Justice (Taiwan), oversees, Administrative Enforcement Agency (Taiwan)]

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

Target entity: Administrative Enforcement Agency (Taiwan)
Context triple: [Ministry of Justice (Taiwan), oversees, Administrative Enforcement Agency (Taiwan)]

A. Construction and Planning Agency of Taiwan
The Construction and Planning Agency of Taiwan is a central government body responsible for national land-use planning, urban development, and the management of Taiwan’s national parks and protected areas.
B. Civil Aeronautics Administration Taiwan
The Civil Aeronautics Administration Taiwan is the government agency responsible for overseeing and regulating civil aviation operations and safety standards in Taiwan.
C. Ministry of the Interior of Taiwan
The Ministry of the Interior of Taiwan is the central government agency responsible for domestic affairs, including local administration, public security, civil registration, land administration, and disaster prevention in Taiwan.
D. Ministry of Justice (Taiwan)
The Ministry of Justice (Taiwan) is the central government agency responsible for legal affairs, prosecution, corrections, and overall justice administration in the Republic of China (Taiwan).
E. Council of Agriculture (Taiwan)
The Council of Agriculture (Taiwan) is the central government agency responsible for formulating and implementing Taiwan’s agricultural, forestry, fishery, and rural development policies.
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: Administrative Enforcement Agency (Taiwan)
Triple: [Ministry of Justice (Taiwan), oversees, Administrative Enforcement Agency (Taiwan)]

Generated description

The Administrative Enforcement Agency (Taiwan) is a government body responsible for executing and collecting public debts and administrative fines on behalf of the state.

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

Target entity: Administrative Enforcement Agency (Taiwan)
Target entity description: The Administrative Enforcement Agency (Taiwan) is a government body responsible for executing and collecting public debts and administrative fines on behalf of the state.

A. Construction and Planning Agency of Taiwan
The Construction and Planning Agency of Taiwan is a central government body responsible for national land-use planning, urban development, and the management of Taiwan’s national parks and protected areas.
B. Civil Aeronautics Administration Taiwan
The Civil Aeronautics Administration Taiwan is the government agency responsible for overseeing and regulating civil aviation operations and safety standards in Taiwan.
C. Ministry of the Interior of Taiwan
The Ministry of the Interior of Taiwan is the central government agency responsible for domestic affairs, including local administration, public security, civil registration, land administration, and disaster prevention in Taiwan.
D. Ministry of Justice (Taiwan)
The Ministry of Justice (Taiwan) is the central government agency responsible for legal affairs, prosecution, corrections, and overall justice administration in the Republic of China (Taiwan).
E. Council of Agriculture (Taiwan)
The Council of Agriculture (Taiwan) is the central government agency responsible for formulating and implementing Taiwan’s agricultural, forestry, fishery, and rural development policies.
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_69ff5f4d49188190855a895c5844dee0`	completed	May 9, 2026, 4:22 p.m.
NEDg	Description generation	`batch_69ff614906cc81909d978d8645045af3`	completed	May 9, 2026, 4:31 p.m.
NED2	Entity disambiguation (via description)	`batch_69ff61b3b3f08190a2a1e1010684a316`	completed	May 9, 2026, 4:32 p.m.

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