Triple
T14497207
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Blantyre |
E359531
|
entity |
| Predicate | hasInstitution |
P186
|
FINISHED |
| Object |
Malawi Stock Exchange
The Malawi Stock Exchange is the principal securities market of Malawi, facilitating the trading of shares and other financial instruments for companies operating in the country.
|
E1103254
|
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: Malawi Stock Exchange | Statement: [Blantyre, hasInstitution, Malawi Stock Exchange]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Malawi Stock Exchange Context triple: [Blantyre, hasInstitution, Malawi Stock Exchange]
-
A.
Botswana Stock Exchange
The Botswana Stock Exchange is the principal securities exchange of Botswana, facilitating the trading of shares, bonds, and other financial instruments and headquartered in the capital city, Gaborone.
-
B.
Namibian Stock Exchange
The Namibian Stock Exchange is the principal securities exchange in Namibia, providing a regulated marketplace for trading shares and other financial instruments.
-
C.
Dar es Salaam Stock Exchange
The Dar es Salaam Stock Exchange is Tanzania’s principal securities market, facilitating the trading of shares, bonds, and other financial instruments for listed companies.
-
D.
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.
-
E.
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.
- 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: Malawi Stock Exchange Triple: [Blantyre, hasInstitution, Malawi Stock Exchange]
Generated description
The Malawi Stock Exchange is the principal securities market of Malawi, facilitating the trading of shares and other financial instruments for companies operating in the country.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Malawi Stock Exchange Target entity description: The Malawi Stock Exchange is the principal securities market of Malawi, facilitating the trading of shares and other financial instruments for companies operating in the country.
-
A.
Botswana Stock Exchange
The Botswana Stock Exchange is the principal securities exchange of Botswana, facilitating the trading of shares, bonds, and other financial instruments and headquartered in the capital city, Gaborone.
-
B.
Namibian Stock Exchange
The Namibian Stock Exchange is the principal securities exchange in Namibia, providing a regulated marketplace for trading shares and other financial instruments.
-
C.
Dar es Salaam Stock Exchange
The Dar es Salaam Stock Exchange is Tanzania’s principal securities market, facilitating the trading of shares, bonds, and other financial instruments for listed companies.
-
D.
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.
-
E.
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.
- 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_69d8279740308190af9df93a3af8592e |
completed | April 9, 2026, 10:26 p.m. |
| NER | Named-entity recognition | batch_69de9311cc748190880c784f173b7f2b |
completed | April 14, 2026, 7:18 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd6d9731588190b27a826582e5fc6d |
completed | May 8, 2026, 4:59 a.m. |
| NEDg | Description generation | batch_69fd6f82453481909a3e1b032f30a7a5 |
completed | May 8, 2026, 5:07 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fd708521c881909863b7cd3fc4a313 |
completed | May 8, 2026, 5:11 a.m. |
Created at: April 10, 2026, 1:21 a.m.