Triple

T10507642
Position Surface form Disambiguated ID Type / Status
Subject Agenda 21 E247825 entity
Predicate followedBy P78 FINISHED
Object Johannesburg Plan of Implementation
The Johannesburg Plan of Implementation is a global action framework adopted at the 2002 World Summit on Sustainable Development to advance and operationalize international commitments on sustainable development and poverty eradication.
E867955 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: Johannesburg Plan of Implementation | Statement: [Agenda 21, followedBy, Johannesburg Plan of Implementation]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Johannesburg Plan of Implementation
Context triple: [Agenda 21, followedBy, Johannesburg Plan of Implementation]
  • A. Cape Town Commitment
    The Cape Town Commitment is a major evangelical Christian document outlining theological convictions and a call to global mission, produced at the Third Lausanne Congress on World Evangelization in 2010.
  • B. Agenda 21
    Agenda 21 is a comprehensive, non-binding action plan adopted at the 1992 Earth Summit that outlines global, national, and local strategies for achieving sustainable development in the 21st century.
  • C. Programme of Action of the World Summit for Social Development
    The Programme of Action of the World Summit for Social Development is a global policy framework adopted in 1995 that outlines commitments and strategies for promoting social development, reducing poverty, and fostering social integration and equity worldwide.
  • D. World Summit for Social Development
    The World Summit for Social Development was a major United Nations conference held in Copenhagen in 1995 that focused on eradicating poverty, promoting full employment, and fostering social integration worldwide.
  • E. Vienna Declaration and Programme of Action
    The Vienna Declaration and Programme of Action is a landmark 1993 United Nations human rights document that reaffirmed the universality of human rights and set out a comprehensive framework for their promotion and protection worldwide.
  • 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: Johannesburg Plan of Implementation
Triple: [Agenda 21, followedBy, Johannesburg Plan of Implementation]
Generated description
The Johannesburg Plan of Implementation is a global action framework adopted at the 2002 World Summit on Sustainable Development to advance and operationalize international commitments on sustainable development and poverty eradication.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Johannesburg Plan of Implementation
Target entity description: The Johannesburg Plan of Implementation is a global action framework adopted at the 2002 World Summit on Sustainable Development to advance and operationalize international commitments on sustainable development and poverty eradication.
  • A. Cape Town Commitment
    The Cape Town Commitment is a major evangelical Christian document outlining theological convictions and a call to global mission, produced at the Third Lausanne Congress on World Evangelization in 2010.
  • B. Agenda 21
    Agenda 21 is a comprehensive, non-binding action plan adopted at the 1992 Earth Summit that outlines global, national, and local strategies for achieving sustainable development in the 21st century.
  • C. Programme of Action of the World Summit for Social Development
    The Programme of Action of the World Summit for Social Development is a global policy framework adopted in 1995 that outlines commitments and strategies for promoting social development, reducing poverty, and fostering social integration and equity worldwide.
  • D. World Summit for Social Development
    The World Summit for Social Development was a major United Nations conference held in Copenhagen in 1995 that focused on eradicating poverty, promoting full employment, and fostering social integration worldwide.
  • E. Vienna Declaration and Programme of Action
    The Vienna Declaration and Programme of Action is a landmark 1993 United Nations human rights document that reaffirmed the universality of human rights and set out a comprehensive framework for their promotion and protection worldwide.
  • 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_69d381c4aa948190942e1d803143fb0e completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d509b17cd88190b37e41b3ce2b4b16 completed April 7, 2026, 1:42 p.m.
NED1 Entity disambiguation (via context triple) batch_69d8dce30d788190b4a40340b9200b10 completed April 10, 2026, 11:20 a.m.
NEDg Description generation batch_69d8e8ca94508190a2a6beca7f01fbd8 completed April 10, 2026, 12:10 p.m.
NED2 Entity disambiguation (via description) batch_69d9020bce488190b78e555cdd5caec4 completed April 10, 2026, 1:58 p.m.
Created at: April 6, 2026, 12:26 p.m.