Triple

T11361459
Position Surface form Disambiguated ID Type / Status
Subject Democratic Action Party E269094 entity
Predicate previousCoalitionMembership P15663 FINISHED
Object Pakatan Rakyat
Pakatan Rakyat was a former Malaysian opposition political coalition that brought together several major parties to challenge the long-ruling Barisan Nasional government.
E922736 NE FINISHED

How this triple was built (5 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: Pakatan Rakyat | Statement: [Democratic Action Party, previousCoalitionMembership, Pakatan Rakyat]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Pakatan Rakyat
Context triple: [Democratic Action Party, previousCoalitionMembership, Pakatan Rakyat]
  • 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. 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.
  • C. 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.
  • D. 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.
  • 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: Pakatan Rakyat
Triple: [Democratic Action Party, previousCoalitionMembership, Pakatan Rakyat]
Generated description
Pakatan Rakyat was a former Malaysian opposition political coalition that brought together several major parties to challenge the long-ruling Barisan Nasional government.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Pakatan Rakyat
Target entity description: Pakatan Rakyat was a former Malaysian opposition political coalition that brought together several major parties to challenge the long-ruling Barisan Nasional government.
  • 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. 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.
  • C. 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.
  • D. 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.
  • 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
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: previousCoalitionMembership
Context triple: [Democratic Action Party, previousCoalitionMembership, Pakatan Rakyat]
  • A. hasCoalition
    Indicates that an entity participates in, belongs to, or is associated with a coalition formed with one or more other entities.
  • B. resultedInCoalitionIncluding
    Indicates that one event, action, or circumstance led to the formation of a coalition that included a specified participant or set of participants.
  • C. memberOfPoliticalCoalition chosen
    Indicates that an entity belongs to or participates as a constituent member in a specific political coalition.
  • D. governsInCoalition
    Indicates that an entity exercises governing authority jointly with one or more partners as part of a political coalition.
  • E. predecessorCoalition
    Indicates that one coalition directly preceded another coalition in a sequence or timeline.
  • F. None of above.

Provenance (6 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_69d6aacbe18081909e5fadb50082dd96 completed April 8, 2026, 7:21 p.m.
NER Named-entity recognition batch_69d800160a1c81909d115bf89fe54a49 completed April 9, 2026, 7:37 p.m.
NED1 Entity disambiguation (via context triple) batch_69e58bb3bd648190affa7ee85027c958 completed April 20, 2026, 2:13 a.m.
NEDg Description generation batch_69e59323c5948190bc2c9512f7b0a54f completed April 20, 2026, 2:44 a.m.
NED2 Entity disambiguation (via description) batch_69e599c53704819097c0fdbbfbbb1e87 completed April 20, 2026, 3:13 a.m.
PD Predicate disambiguation batch_69d7e7022d508190996f9be0847c2b41 completed April 9, 2026, 5:50 p.m.
Created at: April 8, 2026, 9:33 p.m.