Triple
T2928882
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | James Marape |
E78911
|
entity |
| Predicate | previouslyMemberOfPoliticalParty |
P37658
|
FINISHED |
| Object |
People’s National Congress
The People’s National Congress is a major political party in Papua New Guinea that has played a significant role in the country’s contemporary governance and leadership.
|
E312301
|
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: People’s National Congress | Statement: [James Marape, previouslyMemberOfPoliticalParty, People’s National Congress]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: People’s National Congress Context triple: [James Marape, previouslyMemberOfPoliticalParty, People’s National Congress]
-
A.
People's National Action
People's National Action was a right-wing Portuguese political party that supported the Estado Novo regime and served as the political base for leaders like Marcelo Caetano.
-
B.
United National Party
The United National Party is a major center-right political party in Sri Lanka that has played a dominant role in the country’s post-independence governance and economic policy.
-
C.
Jamaica Labour Party
The Jamaica Labour Party is one of Jamaica's two major political parties, traditionally center-right and influential in shaping the country's post-independence governance and policies.
-
D.
National Assembly of People’s Power
The National Assembly of People’s Power is Cuba’s unicameral national legislature and supreme governing body, responsible for enacting laws and shaping state policy under the country’s socialist system.
-
E.
Cuban Revolutionary Party
The Cuban Revolutionary Party was a late 19th-century political organization founded by José Martí to organize and lead the struggle for Cuba’s independence from Spanish colonial rule.
- 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 National Congress Triple: [James Marape, previouslyMemberOfPoliticalParty, People’s National Congress]
Generated description
The People’s National Congress is a major political party in Papua New Guinea that has played a significant role in the country’s contemporary governance and leadership.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: People’s National Congress Target entity description: The People’s National Congress is a major political party in Papua New Guinea that has played a significant role in the country’s contemporary governance and leadership.
-
A.
People's National Action
People's National Action was a right-wing Portuguese political party that supported the Estado Novo regime and served as the political base for leaders like Marcelo Caetano.
-
B.
United National Party
The United National Party is a major center-right political party in Sri Lanka that has played a dominant role in the country’s post-independence governance and economic policy.
-
C.
Jamaica Labour Party
The Jamaica Labour Party is one of Jamaica's two major political parties, traditionally center-right and influential in shaping the country's post-independence governance and policies.
-
D.
National Assembly of People’s Power
The National Assembly of People’s Power is Cuba’s unicameral national legislature and supreme governing body, responsible for enacting laws and shaping state policy under the country’s socialist system.
-
E.
Cuban Revolutionary Party
The Cuban Revolutionary Party was a late 19th-century political organization founded by José Martí to organize and lead the struggle for Cuba’s independence from Spanish colonial rule.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: previouslyMemberOfPoliticalParty Context triple: [James Marape, previouslyMemberOfPoliticalParty, People’s National Congress]
-
A.
previousPartyAffiliation
chosen
Indicates the political party or organization with which an entity was affiliated before its current or later affiliation.
-
B.
hasFormerMPParty
Indicates that a person previously served as a Member of Parliament representing a specified political party.
-
C.
registeredAsPoliticalParty
Indicates that an entity is officially recorded and recognized as a political party by the relevant authority or registry.
-
D.
hasPoliticalGroup
Indicates that an entity is associated with, belongs to, or is represented by a particular political group or organization.
-
E.
previousRepresentativeParty
Indicates that a given party previously served as the representative party for another entity before the current representative was in place.
- 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_69ad8b0d40b481908bc2a5fa2e73c3fb |
completed | March 8, 2026, 2:43 p.m. |
| NER | Named-entity recognition | batch_69ad98002da4819098d6448eebcafad4 |
completed | March 8, 2026, 3:38 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b0866c24c88190af6c5246b5c78c70 |
completed | March 10, 2026, 9 p.m. |
| NEDg | Description generation | batch_69b0d55128fc8190919354199e4c21bf |
completed | March 11, 2026, 2:37 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b0d5f35adc81909af0a7cafbeb92de |
completed | March 11, 2026, 2:39 a.m. |
| PD | Predicate disambiguation | batch_69ad9606e8348190bb19df33a2709674 |
completed | March 8, 2026, 3:30 p.m. |
Created at: March 8, 2026, 2:55 p.m.