Triple
T18911717
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hargeisa |
E462624
|
entity |
| Predicate | hasUniversity |
P113
|
FINISHED |
| Object |
Admas University Hargeisa campus
Admas University Hargeisa campus is a private higher education institution located in Hargeisa, Somaliland, offering a range of undergraduate and postgraduate programs.
|
E1350932
|
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: Admas University Hargeisa campus | Statement: [Hargeisa, hasUniversity, Admas University Hargeisa campus]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Admas University Hargeisa campus Context triple: [Hargeisa, hasUniversity, Admas University Hargeisa campus]
-
A.
University of Hargeisa
The University of Hargeisa is a leading public higher education institution in Hargeisa, Somaliland, offering a range of undergraduate and postgraduate programs across multiple disciplines.
-
B.
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.
-
C.
Mogadishu University
Mogadishu University is a higher education institution in Somalia’s capital, known for offering a range of academic programs and contributing to the country’s post-conflict educational development.
-
D.
Ibb University
Ibb University is a public higher education institution in Ibb, Yemen, offering undergraduate and postgraduate programs across various disciplines.
-
E.
Adigrat University
Adigrat University is a public higher education institution located in Adigrat, in Ethiopia’s Tigray region, offering undergraduate and postgraduate programs across various disciplines.
- 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: Admas University Hargeisa campus Triple: [Hargeisa, hasUniversity, Admas University Hargeisa campus]
Generated description
Admas University Hargeisa campus is a private higher education institution located in Hargeisa, Somaliland, offering a range of undergraduate and postgraduate programs.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Admas University Hargeisa campus Target entity description: Admas University Hargeisa campus is a private higher education institution located in Hargeisa, Somaliland, offering a range of undergraduate and postgraduate programs.
-
A.
University of Hargeisa
The University of Hargeisa is a leading public higher education institution in Hargeisa, Somaliland, offering a range of undergraduate and postgraduate programs across multiple disciplines.
-
B.
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.
-
C.
Mogadishu University
Mogadishu University is a higher education institution in Somalia’s capital, known for offering a range of academic programs and contributing to the country’s post-conflict educational development.
-
D.
Ibb University
Ibb University is a public higher education institution in Ibb, Yemen, offering undergraduate and postgraduate programs across various disciplines.
-
E.
Adigrat University
Adigrat University is a public higher education institution located in Adigrat, in Ethiopia’s Tigray region, offering undergraduate and postgraduate programs across various disciplines.
- 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_69d8dcfd05bc819088903cca13cc2846 |
completed | April 10, 2026, 11:20 a.m. |
| NER | Named-entity recognition | batch_69e5c6238e288190b30311b5d80beafb |
completed | April 20, 2026, 6:22 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a059fb31b788190ba2ddadc4811418b |
completed | May 14, 2026, 10:10 a.m. |
| NEDg | Description generation | batch_6a05a1715c188190add6e569b3cf2831 |
completed | May 14, 2026, 10:18 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a05a1cb500481908608daee7537dd0c |
completed | May 14, 2026, 10:19 a.m. |
Created at: April 10, 2026, 11:58 a.m.