Triple

T6163102
Position Surface form Disambiguated ID Type / Status
Subject Arab coordination group of development financiers E137490 entity
Predicate hasMember P10 FINISHED
Object Arab Gulf Programme for Development
The Arab Gulf Programme for Development (AGFUND) is a regional philanthropic organization that supports sustainable human development initiatives, particularly in education, health, and poverty alleviation, across developing countries.
E574429 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: Arab Gulf Programme for Development | Statement: [Arab coordination group of development financiers, hasMember, Arab Gulf Programme for Development]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Arab Gulf Programme for Development
Context triple: [Arab coordination group of development financiers, hasMember, Arab Gulf Programme for Development]
  • A. Arabian Gulf Development
    Arabian Gulf Development is a company that provides commercial sponsorship and support to major football competitions in the United Arab Emirates.
  • B. Arab Fund for Economic and Social Development
    The Arab Fund for Economic and Social Development is a regional financial institution that provides development financing and support to promote economic and social progress in Arab countries.
  • C. Saudi Vision 2030
    Saudi Vision 2030 is Saudi Arabia’s long-term national transformation program aimed at diversifying its oil-dependent economy, modernizing society, and expanding private-sector and non-oil industries by the year 2030.
  • D. Saudi industrial cities program
    The Saudi industrial cities program is a national initiative to develop and manage specialized industrial hubs across Saudi Arabia, promoting economic diversification, manufacturing growth, and infrastructure development in cities such as Yanbu.
  • E. Arab Organization for Industrialization
    The Arab Organization for Industrialization is a major Egyptian state-owned conglomerate that develops and manufactures military and civilian industrial products, serving as a key pillar of Egypt’s defense and technological capabilities.
  • 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: Arab Gulf Programme for Development
Triple: [Arab coordination group of development financiers, hasMember, Arab Gulf Programme for Development]
Generated description
The Arab Gulf Programme for Development (AGFUND) is a regional philanthropic organization that supports sustainable human development initiatives, particularly in education, health, and poverty alleviation, across developing countries.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Arab Gulf Programme for Development
Target entity description: The Arab Gulf Programme for Development (AGFUND) is a regional philanthropic organization that supports sustainable human development initiatives, particularly in education, health, and poverty alleviation, across developing countries.
  • A. Arabian Gulf Development
    Arabian Gulf Development is a company that provides commercial sponsorship and support to major football competitions in the United Arab Emirates.
  • B. Arab Fund for Economic and Social Development
    The Arab Fund for Economic and Social Development is a regional financial institution that provides development financing and support to promote economic and social progress in Arab countries.
  • C. Saudi Vision 2030
    Saudi Vision 2030 is Saudi Arabia’s long-term national transformation program aimed at diversifying its oil-dependent economy, modernizing society, and expanding private-sector and non-oil industries by the year 2030.
  • D. Saudi industrial cities program
    The Saudi industrial cities program is a national initiative to develop and manage specialized industrial hubs across Saudi Arabia, promoting economic diversification, manufacturing growth, and infrastructure development in cities such as Yanbu.
  • E. Arab Organization for Industrialization
    The Arab Organization for Industrialization is a major Egyptian state-owned conglomerate that develops and manufactures military and civilian industrial products, serving as a key pillar of Egypt’s defense and technological capabilities.
  • 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_69c008a54fc88190b6ce4416490ca79d completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c05d5e8edc8190a7a394ee832bac9f completed March 22, 2026, 9:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69c14199f024819089af02b1c0eebfad completed March 23, 2026, 1:35 p.m.
NEDg Description generation batch_69c1467ef4d48190b714823935318c0a completed March 23, 2026, 1:56 p.m.
NED2 Entity disambiguation (via description) batch_69c146f59d9881908fdc6c0137f0ead7 completed March 23, 2026, 1:58 p.m.
Created at: March 22, 2026, 4:17 p.m.