Triple

T19023702
Position Surface form Disambiguated ID Type / Status
Subject Barisan Nasional E465551 entity
Predicate includesParty P6048 FINISHED
Object 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.
E1370455 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 Pesaka Bumiputera Bersatu | Statement: [Barisan Nasional, includesParty, Parti Pesaka Bumiputera Bersatu]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Parti Pesaka Bumiputera Bersatu
Context triple: [Barisan Nasional, includesParty, Parti Pesaka Bumiputera Bersatu]
  • 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 Gerakan Rakyat Malaysia
    Parti Gerakan Rakyat Malaysia is a Malaysian political party known for its multiracial platform and historical influence in the country’s governing coalitions.
  • C. 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.
  • D. 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.
  • E. Parti Bersatu Rakyat Sabah
    Parti Bersatu Rakyat Sabah is a regional political party in the Malaysian state of Sabah that has been part of the country’s major ruling coalitions.
  • 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 Pesaka Bumiputera Bersatu
Triple: [Barisan Nasional, includesParty, Parti Pesaka Bumiputera Bersatu]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Parti Pesaka Bumiputera Bersatu
Target entity description: 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.
  • 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 Gerakan Rakyat Malaysia
    Parti Gerakan Rakyat Malaysia is a Malaysian political party known for its multiracial platform and historical influence in the country’s governing coalitions.
  • C. 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.
  • D. 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.
  • E. Parti Bersatu Rakyat Sabah
    Parti Bersatu Rakyat Sabah is a regional political party in the Malaysian state of Sabah that has been part of the country’s major ruling coalitions.
  • 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_69d8dd025c188190a1d81f5b4ec7e2c6 completed April 10, 2026, 11:20 a.m.
NER Named-entity recognition batch_69e5d6e166088190937ef19739437f7c completed April 20, 2026, 7:33 a.m.
NED1 Entity disambiguation (via context triple) batch_6a071bc49a5c8190b25a20023a3e521d completed May 15, 2026, 1:12 p.m.
NEDg Description generation batch_6a071ca19f308190ac9072c5a8d3b665 completed May 15, 2026, 1:16 p.m.
NED2 Entity disambiguation (via description) batch_6a071de35b9081908d1b6e797cbe69ce completed May 15, 2026, 1:21 p.m.
Created at: April 10, 2026, 12:02 p.m.