Triple

T7805221

Position	Surface form	Disambiguated ID	Type / Status
Subject	Mahathir Mohamad	`E180531`	entity
Predicate	politicalParty	`P352`	FINISHED
Object	Parti Pribumi Bersatu Malaysia Parti Pribumi Bersatu Malaysia is a Malaysian political party founded by former prime minister Mahathir Mohamad that primarily champions Malay and Bumiputera interests and has played a key role in recent national coalition governments.	`E698381`	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: Parti Pribumi Bersatu Malaysia | Statement: [Mahathir Mohamad, politicalParty, Parti Pribumi Bersatu Malaysia]

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

Target entity: Parti Pribumi Bersatu Malaysia
Context triple: [Mahathir Mohamad, politicalParty, Parti Pribumi Bersatu Malaysia]

A. Barisan Nasional
Barisan Nasional is a long-dominant Malaysian political coalition that governed the country for decades after independence, led primarily by the United Malays National Organisation (UMNO).
B. United Malays National Organisation
The United Malays National Organisation (UMNO) is a major Malaysian political party that has historically dominated the country’s politics as the leading force in the Barisan Nasional coalition and champion of Malay nationalism.
C. People's National Party
The People's National Party is one of Jamaica's major political parties, historically influential in shaping the country's governance and social-democratic policies.
D. Parti Keadilan Rakyat
Parti Keadilan Rakyat is a major multiracial political party in Malaysia known for advocating social justice, reform, and inclusive policies across ethnic groups.
E. Democratic Action Party
The Democratic Action Party is a major Malaysian opposition party known for its multiracial, social democratic platform and strong support base among urban voters, particularly within the Chinese Malaysian community.
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: Parti Pribumi Bersatu Malaysia
Triple: [Mahathir Mohamad, politicalParty, Parti Pribumi Bersatu Malaysia]

Generated description

Parti Pribumi Bersatu Malaysia is a Malaysian political party founded by former prime minister Mahathir Mohamad that primarily champions Malay and Bumiputera interests and has played a key role in recent national coalition governments.

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

Target entity: Parti Pribumi Bersatu Malaysia
Target entity description: Parti Pribumi Bersatu Malaysia is a Malaysian political party founded by former prime minister Mahathir Mohamad that primarily champions Malay and Bumiputera interests and has played a key role in recent national coalition governments.

A. Barisan Nasional
Barisan Nasional is a long-dominant Malaysian political coalition that governed the country for decades after independence, led primarily by the United Malays National Organisation (UMNO).
B. United Malays National Organisation
The United Malays National Organisation (UMNO) is a major Malaysian political party that has historically dominated the country’s politics as the leading force in the Barisan Nasional coalition and champion of Malay nationalism.
C. People's National Party
The People's National Party is one of Jamaica's major political parties, historically influential in shaping the country's governance and social-democratic policies.
D. Parti Keadilan Rakyat
Parti Keadilan Rakyat is a major multiracial political party in Malaysia known for advocating social justice, reform, and inclusive policies across ethnic groups.
E. Democratic Action Party
The Democratic Action Party is a major Malaysian opposition party known for its multiracial, social democratic platform and strong support base among urban voters, particularly within the Chinese Malaysian community.
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_69ca827e50cc8190a92a733577184938`	completed	March 30, 2026, 2:02 p.m.
NER	Named-entity recognition	`batch_69caf63838b88190a085756db9ca25c4`	completed	March 30, 2026, 10:16 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69cb5a3bd2e481908e3d3906755b5b7a`	completed	March 31, 2026, 5:23 a.m.
NEDg	Description generation	`batch_69cb5f1afe0c8190916c7a9b2eab9270`	completed	March 31, 2026, 5:43 a.m.
NED2	Entity disambiguation (via description)	`batch_69cb764973f88190964f91ee7e3fdc06`	completed	March 31, 2026, 7:22 a.m.

Created at: March 30, 2026, 4:35 p.m.