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.