Triple

T18269843
Position Surface form Disambiguated ID Type / Status
Subject Inter-Agency Standing Committee E437576 entity
Predicate adoptedPolicy P101959 FINISHED
Object Transformative Agenda
The Transformative Agenda is a United Nations humanitarian reform initiative that aims to improve the timeliness, effectiveness, and accountability of international emergency responses.
E1315777 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: Transformative Agenda | Statement: [Inter-Agency Standing Committee, adoptedPolicy, Transformative Agenda]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Transformative Agenda
Context triple: [Inter-Agency Standing Committee, adoptedPolicy, Transformative Agenda]
  • A. 2030 Agenda for Sustainable Development
    The 2030 Agenda for Sustainable Development is a global framework adopted by all UN member states that outlines 17 Sustainable Development Goals to guide international efforts toward ending poverty, protecting the planet, and ensuring prosperity and peace by 2030.
  • B. Agenda 2063
    Agenda 2063 is the African Union’s long-term strategic framework for transforming Africa into a prosperous, integrated, and peaceful continent by the year 2063.
  • C. Trade for All Agenda
    The Trade for All Agenda is New Zealand’s overarching framework for conducting trade policy in a way that supports sustainable development, inclusivity, and broader public interest goals.
  • D. Sustainable Development Goals
    The Sustainable Development Goals are a set of 17 global objectives adopted by the United Nations to guide international efforts toward ending poverty, protecting the planet, and ensuring prosperity and peace by 2030.
  • E. Agricultural Transformation Agenda
    The Agricultural Transformation Agenda was a Nigerian government initiative aimed at modernizing agriculture, boosting food production, and reducing the country’s dependence on food imports through private-sector–driven reforms.
  • 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: Transformative Agenda
Triple: [Inter-Agency Standing Committee, adoptedPolicy, Transformative Agenda]
Generated description
The Transformative Agenda is a United Nations humanitarian reform initiative that aims to improve the timeliness, effectiveness, and accountability of international emergency responses.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Transformative Agenda
Target entity description: The Transformative Agenda is a United Nations humanitarian reform initiative that aims to improve the timeliness, effectiveness, and accountability of international emergency responses.
  • A. 2030 Agenda for Sustainable Development
    The 2030 Agenda for Sustainable Development is a global framework adopted by all UN member states that outlines 17 Sustainable Development Goals to guide international efforts toward ending poverty, protecting the planet, and ensuring prosperity and peace by 2030.
  • B. Agenda 2063
    Agenda 2063 is the African Union’s long-term strategic framework for transforming Africa into a prosperous, integrated, and peaceful continent by the year 2063.
  • C. Trade for All Agenda
    The Trade for All Agenda is New Zealand’s overarching framework for conducting trade policy in a way that supports sustainable development, inclusivity, and broader public interest goals.
  • D. Sustainable Development Goals
    The Sustainable Development Goals are a set of 17 global objectives adopted by the United Nations to guide international efforts toward ending poverty, protecting the planet, and ensuring prosperity and peace by 2030.
  • E. Agricultural Transformation Agenda
    The Agricultural Transformation Agenda was a Nigerian government initiative aimed at modernizing agriculture, boosting food production, and reducing the country’s dependence on food imports through private-sector–driven reforms.
  • 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_69d8b913351c8190932b6a426de04b41 completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e4ff7d4f88819084123ed6c9e7e5b8 completed April 19, 2026, 4:14 p.m.
NED1 Entity disambiguation (via context triple) batch_6a03b3f89bcc819094a7155b89ec206e completed May 12, 2026, 11:12 p.m.
NEDg Description generation batch_6a03b4c841f881908a080734b1e19d09 completed May 12, 2026, 11:16 p.m.
NED2 Entity disambiguation (via description) batch_6a03b5470d408190ae676062f2855508 completed May 12, 2026, 11:18 p.m.
Created at: April 10, 2026, 10:34 a.m.