Triple

T380844
Position Surface form Disambiguated ID Type / Status
Subject Global Compact for Safe, Orderly and Regular Migration process E8674 entity
Predicate relatedTo P37 FINISHED
Object Global Forum on Migration and Development
The Global Forum on Migration and Development is a voluntary, state-led international platform that facilitates dialogue and cooperation on the interconnections between migration and sustainable development.
E49498 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: Global Forum on Migration and Development | Statement: [Global Compact for Safe, Orderly and Regular Migration process, relatedTo, Global Forum on Migration and Development]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Global Forum on Migration and Development
Context triple: [Global Compact for Safe, Orderly and Regular Migration process, relatedTo, Global Forum on Migration and Development]
  • A. Global Compact for Safe, Orderly and Regular Migration process
    The Global Compact for Safe, Orderly and Regular Migration process is a United Nations–led intergovernmental initiative that developed the first comprehensive global framework for managing international migration in a cooperative and rights-based manner.
  • B. New York Declaration for Refugees and Migrants
    The New York Declaration for Refugees and Migrants is a 2016 UN General Assembly commitment by member states to strengthen international protection for refugees and migrants and to lay the groundwork for subsequent global compacts on migration and refugees.
  • C. International Organization for Migration
    The International Organization for Migration is a leading intergovernmental body that works globally to promote humane and orderly migration for the benefit of migrants and societies.
  • D. International Convention on the Protection of the Rights of All Migrant Workers and Members of Their Families
    The International Convention on the Protection of the Rights of All Migrant Workers and Members of Their Families is a United Nations human rights treaty that sets comprehensive standards to protect the rights and dignity of migrant workers and their families regardless of their legal status.
  • E. Doha Development Agenda
    The Doha Development Agenda is a World Trade Organization negotiation round launched in 2001 that focuses on reducing global trade barriers with a particular emphasis on addressing the needs and interests of developing countries.
  • 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: Global Forum on Migration and Development
Triple: [Global Compact for Safe, Orderly and Regular Migration process, relatedTo, Global Forum on Migration and Development]
Generated description
The Global Forum on Migration and Development is a voluntary, state-led international platform that facilitates dialogue and cooperation on the interconnections between migration and sustainable development.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Global Forum on Migration and Development
Target entity description: The Global Forum on Migration and Development is a voluntary, state-led international platform that facilitates dialogue and cooperation on the interconnections between migration and sustainable development.
  • A. Global Compact for Safe, Orderly and Regular Migration process
    The Global Compact for Safe, Orderly and Regular Migration process is a United Nations–led intergovernmental initiative that developed the first comprehensive global framework for managing international migration in a cooperative and rights-based manner.
  • B. New York Declaration for Refugees and Migrants
    The New York Declaration for Refugees and Migrants is a 2016 UN General Assembly commitment by member states to strengthen international protection for refugees and migrants and to lay the groundwork for subsequent global compacts on migration and refugees.
  • C. International Organization for Migration
    The International Organization for Migration is a leading intergovernmental body that works globally to promote humane and orderly migration for the benefit of migrants and societies.
  • D. International Convention on the Protection of the Rights of All Migrant Workers and Members of Their Families
    The International Convention on the Protection of the Rights of All Migrant Workers and Members of Their Families is a United Nations human rights treaty that sets comprehensive standards to protect the rights and dignity of migrant workers and their families regardless of their legal status.
  • E. Doha Development Agenda
    The Doha Development Agenda is a World Trade Organization negotiation round launched in 2001 that focuses on reducing global trade barriers with a particular emphasis on addressing the needs and interests of developing countries.
  • 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_69a2e7f47dd08190a4e294ccbbe46cd4 completed Feb. 28, 2026, 1:04 p.m.
NER Named-entity recognition batch_69a2ec2c95088190a603bb1ee076ebd6 completed Feb. 28, 2026, 1:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69a4034d395c81909ca1fe0ae6589660 completed March 1, 2026, 9:13 a.m.
NEDg Description generation batch_69a404cd31b0819088390ef3a3c704d8 completed March 1, 2026, 9:20 a.m.
NED2 Entity disambiguation (via description) batch_69a4055b48fc81908a2b7fa1725bbdc4 completed March 1, 2026, 9:22 a.m.
Created at: Feb. 28, 2026, 1:08 p.m.