Triple
T19790394
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Dar es Salaam Region |
E475392
|
entity |
| Predicate | hasHigherEducationInstitution |
P113
|
FINISHED |
| Object |
Ardhi University
Ardhi University is a public university in Tanzania specializing in land, built environment, and related disciplines, located in the Dar es Salaam Region.
|
E1396317
|
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: Ardhi University | Statement: [Dar es Salaam Region, hasHigherEducationInstitution, Ardhi University]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ardhi University Context triple: [Dar es Salaam Region, hasHigherEducationInstitution, Ardhi University]
-
A.
Kwararafa University
Kwararafa University is a private higher education institution located in Wukari, Taraba State, Nigeria, offering undergraduate and postgraduate programs across various disciplines.
-
B.
Kabale University
Kabale University is a public university in southwestern Uganda known for providing higher education and research opportunities to students in the Kigezi region and beyond.
-
C.
Strathmore University
Strathmore University is a leading private university in Kenya known for its strong programs in business, information technology, and law.
-
D.
Tidar University
Tidar University is a public university located in Magelang, Central Java, Indonesia, offering a range of undergraduate and postgraduate programs.
-
E.
Nilai University
Nilai University is a private higher education institution in Malaysia known for offering a range of academic programs to local and international students.
- 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: Ardhi University Triple: [Dar es Salaam Region, hasHigherEducationInstitution, Ardhi University]
Generated description
Ardhi University is a public university in Tanzania specializing in land, built environment, and related disciplines, located in the Dar es Salaam Region.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ardhi University Target entity description: Ardhi University is a public university in Tanzania specializing in land, built environment, and related disciplines, located in the Dar es Salaam Region.
-
A.
Kwararafa University
Kwararafa University is a private higher education institution located in Wukari, Taraba State, Nigeria, offering undergraduate and postgraduate programs across various disciplines.
-
B.
Kabale University
Kabale University is a public university in southwestern Uganda known for providing higher education and research opportunities to students in the Kigezi region and beyond.
-
C.
Strathmore University
Strathmore University is a leading private university in Kenya known for its strong programs in business, information technology, and law.
-
D.
Tidar University
Tidar University is a public university located in Magelang, Central Java, Indonesia, offering a range of undergraduate and postgraduate programs.
-
E.
Nilai University
Nilai University is a private higher education institution in Malaysia known for offering a range of academic programs to local and international students.
- 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_69d8e51b014081908b263e167370529a |
completed | April 10, 2026, 11:55 a.m. |
| NER | Named-entity recognition | batch_69e653c217bc819092c517b27ca22087 |
completed | April 20, 2026, 4:26 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a07c4fdbf4c8190a9177e87b65fc965 |
completed | May 16, 2026, 1:14 a.m. |
| NEDg | Description generation | batch_6a07c90c07a48190b0f23597124b5017 |
completed | May 16, 2026, 1:31 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a07c97b33b481909e9b45b37cfe87b3 |
completed | May 16, 2026, 1:33 a.m. |
Created at: April 10, 2026, 1:49 p.m.