Triple

T4222964
Position Surface form Disambiguated ID Type / Status
Subject Rockefeller Brothers Fund E94384 entity
Predicate hasProgram P178 FINISHED
Object Middle East and North Africa program
The Middle East and North Africa program is a Rockefeller Brothers Fund initiative that supports peacebuilding, social justice, and democratic governance efforts across the MENA region.
E422577 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: Middle East and North Africa program | Statement: [Rockefeller Brothers Fund, hasProgram, Middle East and North Africa program]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Middle East and North Africa program
Context triple: [Rockefeller Brothers Fund, hasProgram, Middle East and North Africa program]
  • A. Middle East Initiative
    Middle East Initiative is a Belfer Center program focused on research, policy engagement, and education related to political, economic, and security issues in the Middle East.
  • B. Middle East and North Africa
    The Middle East and North Africa is a transcontinental region spanning parts of Western Asia and North Africa, known for its shared historical, cultural, and linguistic ties, particularly through the Arab world and Islam.
  • C. Center for Arabic Study Abroad
    The Center for Arabic Study Abroad is an intensive, advanced-level Arabic language and cultural immersion program for highly qualified students, hosted at the American University in Cairo.
  • D. Middle Eastern and African Affairs Bureau
    The Middle Eastern and African Affairs Bureau is a regional diplomatic bureau within Japan’s foreign ministry responsible for formulating and implementing Japan’s foreign policy toward countries in the Middle East and Africa.
  • E. Middle East and Africa
    The Middle East and Africa is a vast and diverse region spanning parts of Western Asia and the African continent, known for its cultural richness, significant natural resources, and rapidly developing economies.
  • 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: Middle East and North Africa program
Triple: [Rockefeller Brothers Fund, hasProgram, Middle East and North Africa program]
Generated description
The Middle East and North Africa program is a Rockefeller Brothers Fund initiative that supports peacebuilding, social justice, and democratic governance efforts across the MENA region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Middle East and North Africa program
Target entity description: The Middle East and North Africa program is a Rockefeller Brothers Fund initiative that supports peacebuilding, social justice, and democratic governance efforts across the MENA region.
  • A. Middle East Initiative
    Middle East Initiative is a Belfer Center program focused on research, policy engagement, and education related to political, economic, and security issues in the Middle East.
  • B. Middle East and North Africa
    The Middle East and North Africa is a transcontinental region spanning parts of Western Asia and North Africa, known for its shared historical, cultural, and linguistic ties, particularly through the Arab world and Islam.
  • C. Center for Arabic Study Abroad
    The Center for Arabic Study Abroad is an intensive, advanced-level Arabic language and cultural immersion program for highly qualified students, hosted at the American University in Cairo.
  • D. Middle Eastern and African Affairs Bureau
    The Middle Eastern and African Affairs Bureau is a regional diplomatic bureau within Japan’s foreign ministry responsible for formulating and implementing Japan’s foreign policy toward countries in the Middle East and Africa.
  • E. Middle East and Africa
    The Middle East and Africa is a vast and diverse region spanning parts of Western Asia and the African continent, known for its cultural richness, significant natural resources, and rapidly developing economies.
  • 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_69b3453700a08190ae88792e3dc63207 completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b34e0f4f18819089779c37c626762e completed March 12, 2026, 11:36 p.m.
NED1 Entity disambiguation (via context triple) batch_69b59642720c81908e68a56b3d30eef9 completed March 14, 2026, 5:09 p.m.
NEDg Description generation batch_69b596cb73ac81909f83daca406ad8c4 completed March 14, 2026, 5:11 p.m.
NED2 Entity disambiguation (via description) batch_69b59a9c386081909c21ad554d403bfc completed March 14, 2026, 5:27 p.m.
Created at: March 12, 2026, 11:04 p.m.