Triple

T20860136

Position	Surface form	Disambiguated ID	Type / Status
Subject	Federal ministries of Malaysia	`E513592`	entity
Predicate	hasPart	`P35`	FINISHED
Object	Ministry of Local Government Development (Malaysia) The Ministry of Local Government Development (Malaysia) is a federal government ministry responsible for formulating and implementing policies related to local governance, urban planning, and community development across the country.	`E1454620`	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: Ministry of Local Government Development (Malaysia) | Statement: [Federal ministries of Malaysia, hasPart, Ministry of Local Government Development (Malaysia)]

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

Target entity: Ministry of Local Government Development (Malaysia)
Context triple: [Federal ministries of Malaysia, hasPart, Ministry of Local Government Development (Malaysia)]

A. Ministry of Home Affairs (Malaysia)
The Ministry of Home Affairs (Malaysia) is a key federal government ministry responsible for internal security, public order, immigration, and domestic policy enforcement across the country.
B. Ministry of Federal Territories of Malaysia
The Ministry of Federal Territories of Malaysia is a federal government ministry responsible for the administration, development, and governance of Malaysia’s federal territories, including Kuala Lumpur, Putrajaya, and Labuan.
C. Local Government Act 1976 of Malaysia
The Local Government Act 1976 of Malaysia is a key federal law that structures, regulates, and empowers local authorities and municipal governance throughout the country.
D. Ministry of Local Administration
The Ministry of Local Administration is a governmental body within the Syrian Interim Government responsible for overseeing local governance, municipal services, and administrative affairs in opposition-held areas of Syria.
E. Ministry of Local Government and Disaster Risk Management
The Ministry of Local Government and Disaster Risk Management is a Mauritian government ministry responsible for overseeing local governance structures and coordinating national policies and actions related to disaster preparedness, mitigation, and response.
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: Ministry of Local Government Development (Malaysia)
Triple: [Federal ministries of Malaysia, hasPart, Ministry of Local Government Development (Malaysia)]

Generated description

The Ministry of Local Government Development (Malaysia) is a federal government ministry responsible for formulating and implementing policies related to local governance, urban planning, and community development across the country.

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

Target entity: Ministry of Local Government Development (Malaysia)
Target entity description: The Ministry of Local Government Development (Malaysia) is a federal government ministry responsible for formulating and implementing policies related to local governance, urban planning, and community development across the country.

A. Ministry of Home Affairs (Malaysia)
The Ministry of Home Affairs (Malaysia) is a key federal government ministry responsible for internal security, public order, immigration, and domestic policy enforcement across the country.
B. Ministry of Federal Territories of Malaysia
The Ministry of Federal Territories of Malaysia is a federal government ministry responsible for the administration, development, and governance of Malaysia’s federal territories, including Kuala Lumpur, Putrajaya, and Labuan.
C. Local Government Act 1976 of Malaysia
The Local Government Act 1976 of Malaysia is a key federal law that structures, regulates, and empowers local authorities and municipal governance throughout the country.
D. Ministry of Local Administration
The Ministry of Local Administration is a governmental body within the Syrian Interim Government responsible for overseeing local governance, municipal services, and administrative affairs in opposition-held areas of Syria.
E. Ministry of Local Government and Disaster Risk Management
The Ministry of Local Government and Disaster Risk Management is a Mauritian government ministry responsible for overseeing local governance structures and coordinating national policies and actions related to disaster preparedness, mitigation, and response.
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_69e0b4f5b01081909452f654d2fc3f50`	completed	April 16, 2026, 10:07 a.m.
NER	Named-entity recognition	`batch_69e6c3aba3d0819093431f38f0095a71`	completed	April 21, 2026, 12:24 a.m.
NED1	Entity disambiguation (via context triple)	`batch_6a090b0d847481908e4108d8bff97655`	completed	May 17, 2026, 12:25 a.m.
NEDg	Description generation	`batch_6a090ba60a848190a451883326a0c198`	completed	May 17, 2026, 12:28 a.m.
NED2	Entity disambiguation (via description)	`batch_6a090fd62538819095c04324d3714371`	completed	May 17, 2026, 12:46 a.m.

Created at: April 16, 2026, 12:44 p.m.