Triple

T11310721

Position	Surface form	Disambiguated ID	Type / Status
Subject	Cabinet of Malaysia	`E267827`	entity
Predicate	hasSubBody	`P25619`	FINISHED
Object	Deputy Ministers of Malaysia Deputy Ministers of Malaysia are junior members of the federal executive who assist full ministers in managing specific government portfolios and carrying out national policies.	`E917386`	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: Deputy Ministers of Malaysia | Statement: [Cabinet of Malaysia, hasSubBody, Deputy Ministers of Malaysia]

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

Target entity: Deputy Ministers of Malaysia
Context triple: [Cabinet of Malaysia, hasSubBody, Deputy Ministers of Malaysia]

A. Minister of Home Affairs (Malaysia)
The Minister of Home Affairs (Malaysia) is a senior cabinet position responsible for internal security, public order, immigration, and domestic policy enforcement across the country.
B. Deputy Governors of Bank Negara Malaysia
The Deputy Governors of Bank Negara Malaysia are senior central bank officials who assist the Governor in formulating and implementing Malaysia’s monetary, financial, and regulatory policies while overseeing key operational departments.
C. Deputy Prime Minister of Malaysia
The Deputy Prime Minister of Malaysia is the second-highest political office in the country, serving as the principal assistant and designated successor to the Prime Minister.
D. Cabinet of Malaysia
The Cabinet of Malaysia is the executive decision-making body of the Malaysian federal government, composed of the Prime Minister and appointed ministers who oversee national policies and administration.
E. 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.
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: Deputy Ministers of Malaysia
Triple: [Cabinet of Malaysia, hasSubBody, Deputy Ministers of Malaysia]

Generated description

Deputy Ministers of Malaysia are junior members of the federal executive who assist full ministers in managing specific government portfolios and carrying out national policies.

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

Target entity: Deputy Ministers of Malaysia
Target entity description: Deputy Ministers of Malaysia are junior members of the federal executive who assist full ministers in managing specific government portfolios and carrying out national policies.

A. Minister of Home Affairs (Malaysia)
The Minister of Home Affairs (Malaysia) is a senior cabinet position responsible for internal security, public order, immigration, and domestic policy enforcement across the country.
B. Deputy Governors of Bank Negara Malaysia
The Deputy Governors of Bank Negara Malaysia are senior central bank officials who assist the Governor in formulating and implementing Malaysia’s monetary, financial, and regulatory policies while overseeing key operational departments.
C. Deputy Prime Minister of Malaysia
The Deputy Prime Minister of Malaysia is the second-highest political office in the country, serving as the principal assistant and designated successor to the Prime Minister.
D. Cabinet of Malaysia
The Cabinet of Malaysia is the executive decision-making body of the Malaysian federal government, composed of the Prime Minister and appointed ministers who oversee national policies and administration.
E. 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.
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_69d6aaca5c24819083db46a30d86cb34`	completed	April 8, 2026, 7:21 p.m.
NER	Named-entity recognition	`batch_69d7e9c0b3b88190ac0e3d6a5ad3b9bc`	completed	April 9, 2026, 6:02 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69e50a7fc06881909afe85a600d25ff2`	completed	April 19, 2026, 5:01 p.m.
NEDg	Description generation	`batch_69e510fc537c8190bbf11c8fd6e5764b`	completed	April 19, 2026, 5:29 p.m.
NED2	Entity disambiguation (via description)	`batch_69e516d0910481908fee176db0d9229b`	completed	April 19, 2026, 5:54 p.m.

Created at: April 8, 2026, 9:32 p.m.