Triple

T15476122

Position	Surface form	Disambiguated ID	Type / Status
Subject	Ministry of the Interior of Taiwan	`E376784`	entity
Predicate	oversees	`P46`	FINISHED
Object	Department of Civil Affairs The Department of Civil Affairs is a governmental body in Taiwan responsible for managing local administration, household registration, civil organizations, and related internal affairs under the Ministry of the Interior.	`E1159352`	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 Civil Affairs | Statement: [Ministry of the Interior of Taiwan, oversees, Department of Civil Affairs]

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

Target entity: Department of Civil Affairs
Context triple: [Ministry of the Interior of Taiwan, oversees, Department of Civil Affairs]

A. Civil Affairs Bureau
The Civil Affairs Bureau is a governmental body responsible for managing civil administration matters such as household registration, civil documentation, and related public services under the authority of the Ministry of Justice.
B. Department of Humanitarian Affairs
The Department of Humanitarian Affairs was a former United Nations body responsible for coordinating international emergency relief and humanitarian assistance efforts worldwide.
C. Department of Social Welfare
The Department of Social Welfare is an academic unit within UCLA’s Luskin School of Public Affairs that focuses on education and research in social work and social welfare policy and practice.
D. Secretariat of Welfare
The Secretariat of Welfare is a Mexican federal government ministry responsible for designing and implementing social development and poverty-reduction policies nationwide.
E. Ministry of Welfare and Social Affairs
The Ministry of Welfare and Social Affairs is Israel’s government ministry responsible for social services, welfare policy, and support programs for vulnerable populations.
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 Civil Affairs
Triple: [Ministry of the Interior of Taiwan, oversees, Department of Civil Affairs]

Generated description

The Department of Civil Affairs is a governmental body in Taiwan responsible for managing local administration, household registration, civil organizations, and related internal affairs under the Ministry of the Interior.

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

Target entity: Department of Civil Affairs
Target entity description: The Department of Civil Affairs is a governmental body in Taiwan responsible for managing local administration, household registration, civil organizations, and related internal affairs under the Ministry of the Interior.

A. Civil Affairs Bureau
The Civil Affairs Bureau is a governmental body responsible for managing civil administration matters such as household registration, civil documentation, and related public services under the authority of the Ministry of Justice.
B. Department of Humanitarian Affairs
The Department of Humanitarian Affairs was a former United Nations body responsible for coordinating international emergency relief and humanitarian assistance efforts worldwide.
C. Department of Social Welfare
The Department of Social Welfare is an academic unit within UCLA’s Luskin School of Public Affairs that focuses on education and research in social work and social welfare policy and practice.
D. Secretariat of Welfare
The Secretariat of Welfare is a Mexican federal government ministry responsible for designing and implementing social development and poverty-reduction policies nationwide.
E. Ministry of Welfare and Social Affairs
The Ministry of Welfare and Social Affairs is Israel’s government ministry responsible for social services, welfare policy, and support programs for vulnerable populations.
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_69d85cd21dcc81908646251b1c26ea00`	completed	April 10, 2026, 2:13 a.m.
NER	Named-entity recognition	`batch_69e03f88a5dc8190a2d7830748e29180`	completed	April 16, 2026, 1:46 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69ff2d093ccc8190aefc355a837c83f4`	completed	May 9, 2026, 12:48 p.m.
NEDg	Description generation	`batch_69ff3015ee2c8190ad2c28cd2850d903`	completed	May 9, 2026, 1:01 p.m.
NED2	Entity disambiguation (via description)	`batch_69ff30ed9a5481909cefad0ef877a2e9`	completed	May 9, 2026, 1:04 p.m.

Created at: April 10, 2026, 3:34 a.m.