Triple

T19023705
Position Surface form Disambiguated ID Type / Status
Subject Barisan Nasional E465551 entity
Predicate includesParty P6048 FINISHED
Object People's Progressive Party (Malaysia)
The People's Progressive Party (Malaysia) is a Malaysian political party historically aligned with the ruling coalition and known for representing multiracial interests, particularly in Perak.
 E1354390 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: People's Progressive Party (Malaysia) | Statement: [Barisan Nasional, includesParty, People's Progressive Party (Malaysia)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: People's Progressive Party (Malaysia)
Context triple: [Barisan Nasional, includesParty, People's Progressive Party (Malaysia)]
  • A. 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.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. People’s Action Party
    The People’s Action Party is Singapore’s long-ruling dominant political party, known for its technocratic governance, economic pragmatism, and central role in the country’s development since independence.
  • 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: People's Progressive Party (Malaysia)
Triple: [Barisan Nasional, includesParty, People's Progressive Party (Malaysia)]
Generated description
The People's Progressive Party (Malaysia) is a Malaysian political party historically aligned with the ruling coalition and known for representing multiracial interests, particularly in Perak.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: People's Progressive Party (Malaysia)
Target entity description: The People's Progressive Party (Malaysia) is a Malaysian political party historically aligned with the ruling coalition and known for representing multiracial interests, particularly in Perak.
  • A. 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.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. People’s Action Party
    The People’s Action Party is Singapore’s long-ruling dominant political party, known for its technocratic governance, economic pragmatism, and central role in the country’s development since independence.
  • 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_6a05be56412081909ff1053248e7145a completed May 14, 2026, 12:21 p.m.
NEDg Description generation batch_6a05bfc05b70819081466bad1b6fdda1 completed May 14, 2026, 12:27 p.m.
NED2 Entity disambiguation (via description) batch_6a05c0283b08819089ad422861efbcbb completed May 14, 2026, 12:29 p.m.
Created at: April 10, 2026, 12:02 p.m.