Triple

T19817112
Position Surface form Disambiguated ID Type / Status
Subject Talal bin Abdulaziz Al Saud E476086 entity
Predicate founded P104 FINISHED
Object AGFUND
AGFUND (the Arab Gulf Programme for Development) is a regional development organization that supports human development and poverty alleviation initiatives across developing countries, particularly in the Arab world.
 E1397088 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: AGFUND | Statement: [Talal bin Abdulaziz Al Saud, founded, AGFUND]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: AGFUND
Context triple: [Talal bin Abdulaziz Al Saud, founded, AGFUND]
  • A. AGF
    AGF is the IATA airport code for Agen La Garenne Airport in southwestern France.
  • B. G Fund
    The G Fund is the Thrift Savings Plan’s government securities investment option that offers federal employees and service members a low-risk way to earn interest backed by the U.S. government.
  • C. AGFD
    AGFD is the American Chemical Society’s Division of Agricultural and Food Chemistry, focusing on the chemistry of agriculture, food, and related products.
  • D. AFN
    AFN is an abbreviation commonly used to refer to French North Africa, the former French colonial territories in the Maghreb region of North Africa.
  • E. AFN
    AFN is the three-letter ISO 4217 currency code representing the Afghan afghani, the official currency of Afghanistan.
  • 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: AGFUND
Triple: [Talal bin Abdulaziz Al Saud, founded, AGFUND]
Generated description
AGFUND (the Arab Gulf Programme for Development) is a regional development organization that supports human development and poverty alleviation initiatives across developing countries, particularly in the Arab world.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: AGFUND
Target entity description: AGFUND (the Arab Gulf Programme for Development) is a regional development organization that supports human development and poverty alleviation initiatives across developing countries, particularly in the Arab world.
  • A. AGF
    AGF is the IATA airport code for Agen La Garenne Airport in southwestern France.
  • B. G Fund
    The G Fund is the Thrift Savings Plan’s government securities investment option that offers federal employees and service members a low-risk way to earn interest backed by the U.S. government.
  • C. AGFD
    AGFD is the American Chemical Society’s Division of Agricultural and Food Chemistry, focusing on the chemistry of agriculture, food, and related products.
  • D. AFN
    AFN is an abbreviation commonly used to refer to French North Africa, the former French colonial territories in the Maghreb region of North Africa.
  • E. AFN
    AFN is the three-letter ISO 4217 currency code representing the Afghan afghani, the official currency of Afghanistan.
  • 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_69d8e51bc4208190a1c57d8c5d1b15e4 completed April 10, 2026, 11:55 a.m.
NER Named-entity recognition batch_69e654fac7b481909a19ae0d608e01d9 completed April 20, 2026, 4:31 p.m.
NED1 Entity disambiguation (via context triple) batch_6a07ccce7d0881909a08ef7e52078998 completed May 16, 2026, 1:47 a.m.
NEDg Description generation batch_6a07cf8ca2988190b2dfa8c2f4d3dcd9 completed May 16, 2026, 1:59 a.m.
NED2 Entity disambiguation (via description) batch_6a07d02ee2308190b263ed90342e9072 completed May 16, 2026, 2:02 a.m.
Created at: April 10, 2026, 1:50 p.m.