Triple
T4837675
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Dar es Salaam |
E108100
|
entity |
| Predicate | hasUniversity |
P113
|
FINISHED |
| Object |
University of Dar es Salaam
The University of Dar es Salaam is Tanzania’s oldest and largest public university, recognized as a leading center for higher education and research in East Africa.
|
E475396
|
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: University of Dar es Salaam | Statement: [Dar es Salaam, hasUniversity, University of Dar es Salaam]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: University of Dar es Salaam Context triple: [Dar es Salaam, hasUniversity, University of Dar es Salaam]
-
A.
University of Dodoma
The University of Dodoma is a major public university in Tanzania’s capital city, known for its large campus and broad range of academic programs.
-
B.
University of Nairobi
The University of Nairobi is Kenya’s oldest and largest public university, renowned for its research, teaching, and leadership in higher education across East Africa.
-
C.
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.
-
D.
Somali National University
Somali National University is the principal public higher education institution of Somalia, historically serving as the country’s flagship university and academic center in Mogadishu.
-
E.
Makerere University
Makerere University is a leading public research university in Kampala, Uganda, and one of Africa’s oldest and most prestigious higher education institutions.
- 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: University of Dar es Salaam Triple: [Dar es Salaam, hasUniversity, University of Dar es Salaam]
Generated description
The University of Dar es Salaam is Tanzania’s oldest and largest public university, recognized as a leading center for higher education and research in East Africa.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: University of Dar es Salaam Target entity description: The University of Dar es Salaam is Tanzania’s oldest and largest public university, recognized as a leading center for higher education and research in East Africa.
-
A.
University of Dodoma
The University of Dodoma is a major public university in Tanzania’s capital city, known for its large campus and broad range of academic programs.
-
B.
University of Nairobi
The University of Nairobi is Kenya’s oldest and largest public university, renowned for its research, teaching, and leadership in higher education across East Africa.
-
C.
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.
-
D.
Somali National University
Somali National University is the principal public higher education institution of Somalia, historically serving as the country’s flagship university and academic center in Mogadishu.
-
E.
Makerere University
Makerere University is a leading public research university in Kampala, Uganda, and one of Africa’s oldest and most prestigious higher education institutions.
- 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_69bd43fbe444819085cb970706ef73f7 |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd6ce2e810819089f9a3f2a7574d44 |
completed | March 20, 2026, 3:50 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be5cc054ac819099d6d3dbf415e710 |
completed | March 21, 2026, 8:54 a.m. |
| NEDg | Description generation | batch_69be60d4fa0c8190b6d197eb3dbafff7 |
completed | March 21, 2026, 9:11 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69be61789d388190bc23d7f44cee2e5d |
completed | March 21, 2026, 9:14 a.m. |
Created at: March 20, 2026, 1:25 p.m.