Triple
T19003820
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Edgar Lungu |
E465023
|
entity |
| Predicate | educatedAt |
P5
|
FINISHED |
| Object | Zambia Institute of Advanced Legal Education |
—
|
NE NERFINISHED |
How this triple was built (3 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: Zambia Institute of Advanced Legal Education | Statement: [Edgar Lungu, educatedAt, Zambia Institute of Advanced Legal Education]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Zambia Institute of Advanced Legal Education Context triple: [Edgar Lungu, educatedAt, Zambia Institute of Advanced Legal Education]
-
A.
University of Zambia
The University of Zambia is the largest and oldest public university in Zambia, recognized as the country’s premier institution for higher education and research.
-
B.
University of Lusaka
The University of Lusaka is a private higher education institution in Zambia’s capital that offers a range of undergraduate and postgraduate programs across fields such as business, law, health sciences, and social sciences.
-
C.
Kenya School of Law
The Kenya School of Law is a premier legal training institution in Kenya responsible for professional bar training and continuing legal education for aspiring and practicing lawyers.
-
D.
Copperbelt University
Copperbelt University is a major public university in Zambia known for its programs in engineering, natural sciences, business, and environmental studies.
-
E.
Malawi University of Business and Applied Sciences
Malawi University of Business and Applied Sciences is a public higher education institution in Malawi specializing in business, commerce, and applied science programs.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Zambia Institute of Advanced Legal Education Target entity description: The Zambia Institute of Advanced Legal Education is a professional legal training institution in Zambia that prepares law graduates for admission to the bar and advanced practice in the legal profession.
-
A.
University of Zambia
The University of Zambia is the largest and oldest public university in Zambia, recognized as the country’s premier institution for higher education and research.
-
B.
University of Lusaka
The University of Lusaka is a private higher education institution in Zambia’s capital that offers a range of undergraduate and postgraduate programs across fields such as business, law, health sciences, and social sciences.
-
C.
Kenya School of Law
The Kenya School of Law is a premier legal training institution in Kenya responsible for professional bar training and continuing legal education for aspiring and practicing lawyers.
-
D.
Copperbelt University
Copperbelt University is a major public university in Zambia known for its programs in engineering, natural sciences, business, and environmental studies.
-
E.
Malawi University of Business and Applied Sciences
Malawi University of Business and Applied Sciences is a public higher education institution in Malawi specializing in business, commerce, and applied science programs.
- F. None of above. chosen
Provenance (2 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_69d8dd01a56c81909694a128c66b21d7 |
completed | April 10, 2026, 11:20 a.m. |
| NER | Named-entity recognition | batch_69e5d6a3db9c8190a1bf0228e360a6e0 |
completed | April 20, 2026, 7:32 a.m. |
Created at: April 10, 2026, 12:01 p.m.