Triple

T20860111

Position	Surface form	Disambiguated ID	Type / Status
Subject	Federal ministries of Malaysia	`E513592`	entity
Predicate	hasPart	`P35`	FINISHED
Object	Ministry of Foreign Affairs (Malaysia) The Ministry of Foreign Affairs (Malaysia) is the federal government body responsible for managing Malaysia’s international relations, diplomacy, and foreign policy.	`E1454605`	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 Foreign Affairs (Malaysia) | Statement: [Federal ministries of Malaysia, hasPart, Ministry of Foreign Affairs (Malaysia)]

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

Target entity: Ministry of Foreign Affairs (Malaysia)
Context triple: [Federal ministries of Malaysia, hasPart, Ministry of Foreign Affairs (Malaysia)]

A. Ministry of Foreign Affairs (Singapore)
The Ministry of Foreign Affairs (Singapore) is the government ministry responsible for managing Singapore’s diplomatic relations, international cooperation, and representation abroad.
B. Permanent Representative of Malaysia to ASEAN
The Permanent Representative of Malaysia to ASEAN is the senior Malaysian diplomat appointed to lead the country’s mission to the Association of Southeast Asian Nations and represent its interests in ASEAN’s permanent diplomatic body.
C. Prime Minister’s Department of Malaysia
The Prime Minister’s Department of Malaysia is the central executive body that supports and coordinates the functions, policies, and administrative duties of the Malaysian Prime Minister and federal government.
D. 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.
E. 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.
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 Foreign Affairs (Malaysia)
Triple: [Federal ministries of Malaysia, hasPart, Ministry of Foreign Affairs (Malaysia)]

Generated description

The Ministry of Foreign Affairs (Malaysia) is the federal government body responsible for managing Malaysia’s international relations, diplomacy, and foreign policy.

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

Target entity: Ministry of Foreign Affairs (Malaysia)
Target entity description: The Ministry of Foreign Affairs (Malaysia) is the federal government body responsible for managing Malaysia’s international relations, diplomacy, and foreign policy.

A. Ministry of Foreign Affairs (Singapore)
The Ministry of Foreign Affairs (Singapore) is the government ministry responsible for managing Singapore’s diplomatic relations, international cooperation, and representation abroad.
B. Permanent Representative of Malaysia to ASEAN
The Permanent Representative of Malaysia to ASEAN is the senior Malaysian diplomat appointed to lead the country’s mission to the Association of Southeast Asian Nations and represent its interests in ASEAN’s permanent diplomatic body.
C. Prime Minister’s Department of Malaysia
The Prime Minister’s Department of Malaysia is the central executive body that supports and coordinates the functions, policies, and administrative duties of the Malaysian Prime Minister and federal government.
D. 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.
E. 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.
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.