Triple

T5442943
Position Surface form Disambiguated ID Type / Status
Subject MSG E122179 entity
Predicate hasCharter P8747 FINISHED
Object Agreement Establishing the Melanesian Spearhead Group
The Agreement Establishing the Melanesian Spearhead Group is the founding treaty that formalizes political, economic, and cultural cooperation among Melanesian states and territories in the Pacific region.
E521436 NE FINISHED

How this triple was built (4 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: Agreement Establishing the Melanesian Spearhead Group | Statement: [MSG, hasCharter, Agreement Establishing the Melanesian Spearhead Group]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Agreement Establishing the Melanesian Spearhead Group
Context triple: [MSG, hasCharter, Agreement Establishing the Melanesian Spearhead Group]
  • A. Samoa Agreement
    The Samoa Agreement is a comprehensive partnership framework between the European Union and African, Caribbean, and Pacific states that updates and replaces the Cotonou Agreement to govern their political, economic, and development cooperation.
  • B. Nouméa Accord
    The Nouméa Accord is a 1998 political agreement that grants New Caledonia increased autonomy from France and outlines a gradual, staged process toward a possible independence referendum.
  • C. Canberra Agreement
    The Canberra Agreement is the 1947 treaty that established the Pacific Community, a regional organization for cooperation and development among Pacific Island countries and territories.
  • D. Timor Sea Treaty
    The Timor Sea Treaty is an international agreement between Australia and Timor-Leste that establishes a framework for jointly managing and sharing revenues from petroleum resources in the Timor Sea.
  • E. Revised Treaty of Chaguaramas
    The Revised Treaty of Chaguaramas is the foundational agreement that restructured the Caribbean Community (CARICOM) and established the framework for deeper regional integration, including the CARICOM Single Market and Economy.
  • 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: Agreement Establishing the Melanesian Spearhead Group
Triple: [MSG, hasCharter, Agreement Establishing the Melanesian Spearhead Group]
Generated description
The Agreement Establishing the Melanesian Spearhead Group is the founding treaty that formalizes political, economic, and cultural cooperation among Melanesian states and territories in the Pacific region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Agreement Establishing the Melanesian Spearhead Group
Target entity description: The Agreement Establishing the Melanesian Spearhead Group is the founding treaty that formalizes political, economic, and cultural cooperation among Melanesian states and territories in the Pacific region.
  • A. Samoa Agreement
    The Samoa Agreement is a comprehensive partnership framework between the European Union and African, Caribbean, and Pacific states that updates and replaces the Cotonou Agreement to govern their political, economic, and development cooperation.
  • B. Nouméa Accord
    The Nouméa Accord is a 1998 political agreement that grants New Caledonia increased autonomy from France and outlines a gradual, staged process toward a possible independence referendum.
  • C. Canberra Agreement
    The Canberra Agreement is the 1947 treaty that established the Pacific Community, a regional organization for cooperation and development among Pacific Island countries and territories.
  • D. Timor Sea Treaty
    The Timor Sea Treaty is an international agreement between Australia and Timor-Leste that establishes a framework for jointly managing and sharing revenues from petroleum resources in the Timor Sea.
  • E. Revised Treaty of Chaguaramas
    The Revised Treaty of Chaguaramas is the foundational agreement that restructured the Caribbean Community (CARICOM) and established the framework for deeper regional integration, including the CARICOM Single Market and Economy.
  • F. None of above. chosen

Provenance (5 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_69bd4640f52c81909e653ec361f66d76 completed March 20, 2026, 1:06 p.m.
NER Named-entity recognition batch_69bd91cb5eec8190bdf2ef0bdea84a62 completed March 20, 2026, 6:28 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf41302d588190afa5906d0e3dd891 completed March 22, 2026, 1:09 a.m.
NEDg Description generation batch_69bf42e2bbe08190be6616a9cab6f9a0 completed March 22, 2026, 1:16 a.m.
NED2 Entity disambiguation (via description) batch_69bf4343879881909b26e716d10fbad3 completed March 22, 2026, 1:17 a.m.
Created at: March 20, 2026, 2:07 p.m.