Triple

T19023709
Position Surface form Disambiguated ID Type / Status
Subject Barisan Nasional E465551 entity
Predicate includesParty P6048 FINISHED
Object United Traditional Bumiputera Party — NE NERFINISHED

How this triple was built (3 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: United Traditional Bumiputera Party | Statement: [Barisan Nasional, includesParty, United Traditional Bumiputera Party]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: United Traditional Bumiputera Party
Context triple: [Barisan Nasional, includesParty, United Traditional Bumiputera Party]
  • A. 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.
  • B. Parti Rakyat Malaysia
    Parti Rakyat Malaysia is a Malaysian political party historically associated with left-wing, socialist-leaning politics and advocacy for social justice and multi-ethnic cooperation.
  • C. Parti Pesaka Bumiputera Bersatu
    Parti Pesaka Bumiputera Bersatu is a major Sarawak-based political party in Malaysia that primarily represents Bumiputera interests and has long been aligned with the country’s ruling coalitions.
  • D. 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.
  • E. Sarawak United Peoples' Party
    Sarawak United Peoples' Party is a Sarawak-based political party in Malaysia that has historically represented Chinese interests and participated in both state and national coalition politics.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: United Traditional Bumiputera Party
Target entity description: The United Traditional Bumiputera Party (PBB) is a major Sarawak-based political party in Malaysia that primarily represents Bumiputera interests and has long been aligned with the country’s ruling coalitions.
  • A. 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.
  • B. Parti Rakyat Malaysia
    Parti Rakyat Malaysia is a Malaysian political party historically associated with left-wing, socialist-leaning politics and advocacy for social justice and multi-ethnic cooperation.
  • C. Parti Pesaka Bumiputera Bersatu chosen
    Parti Pesaka Bumiputera Bersatu is a major Sarawak-based political party in Malaysia that primarily represents Bumiputera interests and has long been aligned with the country’s ruling coalitions.
  • D. 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.
  • E. Sarawak United Peoples' Party
    Sarawak United Peoples' Party is a Sarawak-based political party in Malaysia that has historically represented Chinese interests and participated in both state and national coalition politics.
  • F. None of above.

Provenance (2 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_69d8dd025c188190a1d81f5b4ec7e2c6 completed April 10, 2026, 11:20 a.m.
NER Named-entity recognition batch_69e5d6e166088190937ef19739437f7c completed April 20, 2026, 7:33 a.m.
Created at: April 10, 2026, 12:02 p.m.