Triple

T18409873
Position Surface form Disambiguated ID Type / Status
Subject Revenue Statistics in Africa E441728 entity
Predicate publisher P29 FINISHED
Object African Tax Administration Forum
The African Tax Administration Forum is an intergovernmental organization that promotes efficient, effective, and fair tax administration across African countries through cooperation, research, and capacity building.
E1323048 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: African Tax Administration Forum | Statement: [Revenue Statistics in Africa, publisher, African Tax Administration Forum]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: African Tax Administration Forum
Context triple: [Revenue Statistics in Africa, publisher, African Tax Administration Forum]
  • A. East African Revenue Authorities forum
    The East African Revenue Authorities Forum is a regional body that brings together tax administrations from East African countries to promote cooperation, harmonization of tax policies, and capacity building.
  • B. Conference of African Ministers of Finance, Planning and Economic Development
    The Conference of African Ministers of Finance, Planning and Economic Development is a high-level policymaking forum that brings together African finance and planning ministers to coordinate and guide the continent’s economic and development strategies under the auspices of the UN Economic Commission for Africa.
  • C. Commonwealth Association of Tax Administrators
    The Commonwealth Association of Tax Administrators is an intergovernmental body that supports and coordinates cooperation among tax administrations in Commonwealth countries to improve tax policy and administration.
  • D. Eastern and Southern Africa Anti-Money Laundering Group
    The Eastern and Southern Africa Anti-Money Laundering Group is a regional intergovernmental organization that promotes the implementation of international standards to combat money laundering and terrorist financing across Eastern and Southern African countries.
  • E. African Monetary Fund
    The African Monetary Fund is a planned specialized financial institution of the African Union intended to promote monetary cooperation, financial stability, and economic integration across African 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: African Tax Administration Forum
Triple: [Revenue Statistics in Africa, publisher, African Tax Administration Forum]
Generated description
The African Tax Administration Forum is an intergovernmental organization that promotes efficient, effective, and fair tax administration across African countries through cooperation, research, and capacity building.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: African Tax Administration Forum
Target entity description: The African Tax Administration Forum is an intergovernmental organization that promotes efficient, effective, and fair tax administration across African countries through cooperation, research, and capacity building.
  • A. East African Revenue Authorities forum
    The East African Revenue Authorities Forum is a regional body that brings together tax administrations from East African countries to promote cooperation, harmonization of tax policies, and capacity building.
  • B. Conference of African Ministers of Finance, Planning and Economic Development
    The Conference of African Ministers of Finance, Planning and Economic Development is a high-level policymaking forum that brings together African finance and planning ministers to coordinate and guide the continent’s economic and development strategies under the auspices of the UN Economic Commission for Africa.
  • C. Commonwealth Association of Tax Administrators
    The Commonwealth Association of Tax Administrators is an intergovernmental body that supports and coordinates cooperation among tax administrations in Commonwealth countries to improve tax policy and administration.
  • D. Eastern and Southern Africa Anti-Money Laundering Group
    The Eastern and Southern Africa Anti-Money Laundering Group is a regional intergovernmental organization that promotes the implementation of international standards to combat money laundering and terrorist financing across Eastern and Southern African countries.
  • E. African Monetary Fund
    The African Monetary Fund is a planned specialized financial institution of the African Union intended to promote monetary cooperation, financial stability, and economic integration across African countries.
  • F. None of above.

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_69d8b9eb8a508190a942fd75ebd8b1dc completed April 10, 2026, 8:50 a.m.
NER Named-entity recognition batch_69e5195b98808190b9cfb2e444f2b524 completed April 19, 2026, 6:05 p.m.
NED1 Entity disambiguation (via context triple) batch_6a03e24a0bb081909d7a2646df18524e completed May 13, 2026, 2:30 a.m.
NEDg Description generation batch_6a03e6803ee88190a07b10eaf27141d0 completed May 13, 2026, 2:48 a.m.
NED2 Entity disambiguation (via description) batch_6a03e77369148190b30a9ec943bdaed0 completed May 13, 2026, 2:52 a.m.
Created at: April 10, 2026, 10:47 a.m.