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.