Triple

T453541
Position Surface form Disambiguated ID Type / Status
Subject Commonwealth Heads of Government Meeting E7181 entity
Predicate hasAssociatedEvent P6285 FINISHED
Object Commonwealth People’s Forum
The Commonwealth People’s Forum is a civil society gathering held alongside the Commonwealth Heads of Government Meeting, providing a platform for citizens’ groups and NGOs from member countries to discuss shared issues and influence Commonwealth agendas.
E57295 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: Commonwealth People’s Forum | Statement: [Commonwealth Heads of Government Meeting, hasAssociatedEvent, Commonwealth People’s Forum]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Commonwealth People’s Forum
Context triple: [Commonwealth Heads of Government Meeting, hasAssociatedEvent, Commonwealth People’s Forum]
  • A. Commonwealth Foundation
    The Commonwealth Foundation is an intergovernmental organization that supports civil society participation, cultural exchange, and governance initiatives across the member states of the Commonwealth.
  • B. Commonwealth Parliamentary Association
    The Commonwealth Parliamentary Association is an organization that connects and supports the parliaments and legislators of Commonwealth nations to promote democratic governance, parliamentary best practices, and cooperation.
  • C. United Democratic Front
    The United Democratic Front was a major non-racial coalition of anti-apartheid organizations in South Africa that mobilized mass resistance against white minority rule in the 1980s.
  • D. Congress of African People
    The Congress of African People was a prominent Black nationalist and cultural organization in the United States that emerged from the Black Power movement and worked to advance Black political, cultural, and community empowerment in the late 1960s and 1970s.
  • E. Commonwealth Parliamentary Conference
    The Commonwealth Parliamentary Conference is an annual gathering of parliamentarians from across the Commonwealth that provides a forum to discuss governance, democracy, and legislative best practices.
  • 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: Commonwealth People’s Forum
Triple: [Commonwealth Heads of Government Meeting, hasAssociatedEvent, Commonwealth People’s Forum]
Generated description
The Commonwealth People’s Forum is a civil society gathering held alongside the Commonwealth Heads of Government Meeting, providing a platform for citizens’ groups and NGOs from member countries to discuss shared issues and influence Commonwealth agendas.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Commonwealth People’s Forum
Target entity description: The Commonwealth People’s Forum is a civil society gathering held alongside the Commonwealth Heads of Government Meeting, providing a platform for citizens’ groups and NGOs from member countries to discuss shared issues and influence Commonwealth agendas.
  • A. Commonwealth Foundation
    The Commonwealth Foundation is an intergovernmental organization that supports civil society participation, cultural exchange, and governance initiatives across the member states of the Commonwealth.
  • B. Commonwealth Parliamentary Association
    The Commonwealth Parliamentary Association is an organization that connects and supports the parliaments and legislators of Commonwealth nations to promote democratic governance, parliamentary best practices, and cooperation.
  • C. United Democratic Front
    The United Democratic Front was a major non-racial coalition of anti-apartheid organizations in South Africa that mobilized mass resistance against white minority rule in the 1980s.
  • D. Congress of African People
    The Congress of African People was a prominent Black nationalist and cultural organization in the United States that emerged from the Black Power movement and worked to advance Black political, cultural, and community empowerment in the late 1960s and 1970s.
  • E. Commonwealth Parliamentary Conference
    The Commonwealth Parliamentary Conference is an annual gathering of parliamentarians from across the Commonwealth that provides a forum to discuss governance, democracy, and legislative best practices.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasAssociatedEvent
Context triple: [Commonwealth Heads of Government Meeting, hasAssociatedEvent, Commonwealth People’s Forum]
  • A. hasSubEvent chosen
    Indicates that an event is composed of, or includes as part of its structure, another event that occurs within it.
  • B. hasPrecedingEvents
    Indicates that one or more events occurred earlier in time or sequence relative to the referenced event.
  • C. basedOnEvent
    Indicates that something is derived from, influenced by, or determined in reference to a specific event.
  • D. hasAssociatedFeast
    Indicates that something (such as a person, event, or entity) is linked to a specific feast or celebratory religious observance.
  • E. hasKeyActivity
    Indicates that an entity is associated with or performs a primary or central activity.
  • 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_69a2e7e4676c81909ea0dbdecac0687c completed Feb. 28, 2026, 1:04 p.m.
NER Named-entity recognition batch_69a2ef866e848190a5b700250ec56256 completed Feb. 28, 2026, 1:37 p.m.
NED1 Entity disambiguation (via context triple) batch_69a44cbc3b708190ab27ce4d323472b9 completed March 1, 2026, 2:27 p.m.
NEDg Description generation batch_69a44d28817481908f1783950db136bb completed March 1, 2026, 2:28 p.m.
NED2 Entity disambiguation (via description) batch_69a44d79b2388190b5c16e2a94abb360 completed March 1, 2026, 2:30 p.m.
PD Predicate disambiguation batch_69a2ede4de008190b5a6c159e741522e completed Feb. 28, 2026, 1:30 p.m.
Created at: Feb. 28, 2026, 1:12 p.m.