Triple
T19023709
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Barisan Nasional |
E465551
|
entity |
| Predicate | includesParty |
P6048
|
FINISHED |
| Object |
United Traditional Bumiputera Party
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.
|
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: 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.
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: United Traditional Bumiputera Party Triple: [Barisan Nasional, includesParty, United Traditional Bumiputera Party]
Generated 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.
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 (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_6a0723f372908190a8cb204e1bbe910c |
completed | May 15, 2026, 1:47 p.m. |
| NEDg | Description generation | batch_6a07257b21dc81908be073c286c3d3cb |
completed | May 15, 2026, 1:54 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a07268dfaf88190ae8f93dbdbccdb5d |
completed | May 15, 2026, 1:58 p.m. |
Created at: April 10, 2026, 12:02 p.m.