Triple
T1791111
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Nairobi Securities Exchange |
E39496
|
entity |
| Predicate | isMemberOf |
P10
|
FINISHED |
| Object |
African Securities Exchanges Association
The African Securities Exchanges Association is a regional organization that brings together and promotes collaboration among stock exchanges across Africa to develop and integrate the continent’s capital markets.
|
E202199
|
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 Securities Exchanges Association | Statement: [Nairobi Securities Exchange, isMemberOf, African Securities Exchanges Association]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: African Securities Exchanges Association Context triple: [Nairobi Securities Exchange, isMemberOf, African Securities Exchanges Association]
-
A.
Nairobi Securities Exchange
The Nairobi Securities Exchange is Kenya's principal stock exchange, providing a platform for trading equities, bonds, and other securities in East Africa.
-
B.
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.
-
C.
Johannesburg Stock Exchange
The Johannesburg Stock Exchange is the largest stock exchange in Africa, serving as South Africa’s primary securities market and a major financial hub on the continent.
-
D.
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.
-
E.
Casablanca Stock Exchange
The Casablanca Stock Exchange is Morocco's principal securities market and one of the largest and most important financial exchanges in Africa.
- 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 Securities Exchanges Association Triple: [Nairobi Securities Exchange, isMemberOf, African Securities Exchanges Association]
Generated description
The African Securities Exchanges Association is a regional organization that brings together and promotes collaboration among stock exchanges across Africa to develop and integrate the continent’s capital markets.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: African Securities Exchanges Association Target entity description: The African Securities Exchanges Association is a regional organization that brings together and promotes collaboration among stock exchanges across Africa to develop and integrate the continent’s capital markets.
-
A.
Nairobi Securities Exchange
The Nairobi Securities Exchange is Kenya's principal stock exchange, providing a platform for trading equities, bonds, and other securities in East Africa.
-
B.
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.
-
C.
Johannesburg Stock Exchange
The Johannesburg Stock Exchange is the largest stock exchange in Africa, serving as South Africa’s primary securities market and a major financial hub on the continent.
-
D.
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.
-
E.
Casablanca Stock Exchange
The Casablanca Stock Exchange is Morocco's principal securities market and one of the largest and most important financial exchanges in Africa.
- 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_69a88631854081909723959921e45c2b |
completed | March 4, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69aa65392b2c81909bf4d619bd347f54 |
completed | March 6, 2026, 5:25 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69adb5d063d48190aef6796ee3957994 |
completed | March 8, 2026, 5:45 p.m. |
| NEDg | Description generation | batch_69adb8b54a5081908b7dba1ff0d1a8da |
completed | March 8, 2026, 5:58 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69adb9b7a32481908a11686d658a077a |
completed | March 8, 2026, 6:02 p.m. |
Created at: March 4, 2026, 7:32 p.m.