Triple
T18656454
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Rupiah Banda |
E456076
|
entity |
| Predicate | educated at |
P5
|
FINISHED |
| Object |
Rusangu University
Rusangu University is a Seventh-day Adventist institution of higher learning in Zambia known for integrating Christian values with academic programs.
|
E1337201
|
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: Rusangu University | Statement: [Rupiah Banda, educated at, Rusangu University]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Rusangu University Context triple: [Rupiah Banda, educated at, Rusangu University]
-
A.
Maseno University
Maseno University is a public university in Kenya known for its comprehensive academic programs and research, particularly serving students in the western Nyanza region.
-
B.
Nkumba University
Nkumba University is a private higher education institution in Uganda known for offering a range of undergraduate and postgraduate programs in fields such as business, education, social sciences, and applied sciences.
-
C.
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.
-
D.
Soroti University
Soroti University is a public higher education institution in Soroti, Uganda, offering university-level academic and professional programs.
-
E.
Busoga University
Busoga University is a private higher education institution in Uganda that offers a range of undergraduate and postgraduate programs, particularly serving students from the Busoga sub-region.
- 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: Rusangu University Triple: [Rupiah Banda, educated at, Rusangu University]
Generated description
Rusangu University is a Seventh-day Adventist institution of higher learning in Zambia known for integrating Christian values with academic programs.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Rusangu University Target entity description: Rusangu University is a Seventh-day Adventist institution of higher learning in Zambia known for integrating Christian values with academic programs.
-
A.
Maseno University
Maseno University is a public university in Kenya known for its comprehensive academic programs and research, particularly serving students in the western Nyanza region.
-
B.
Nkumba University
Nkumba University is a private higher education institution in Uganda known for offering a range of undergraduate and postgraduate programs in fields such as business, education, social sciences, and applied sciences.
-
C.
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.
-
D.
Soroti University
Soroti University is a public higher education institution in Soroti, Uganda, offering university-level academic and professional programs.
-
E.
Busoga University
Busoga University is a private higher education institution in Uganda that offers a range of undergraduate and postgraduate programs, particularly serving students from the Busoga sub-region.
- 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_69d8d38ea1e88190997e9b231190ba6f |
completed | April 10, 2026, 10:40 a.m. |
| NER | Named-entity recognition | batch_69e55084ca3481909ff3fd9045f25dcd |
completed | April 19, 2026, 10 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a05234756cc8190ba8f0f52499dbac1 |
completed | May 14, 2026, 1:20 a.m. |
| NEDg | Description generation | batch_6a052419ba208190bac5d7fc94519b40 |
completed | May 14, 2026, 1:23 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a052490bb60819086420aa11327426f |
completed | May 14, 2026, 1:25 a.m. |
Created at: April 10, 2026, 11:47 a.m.