Triple
T13363178
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Embu |
E318869
|
entity |
| Predicate | hasInstitution |
P186
|
FINISHED |
| Object |
University of Embu
The University of Embu is a public higher education institution in Embu, Kenya, offering a range of undergraduate and postgraduate programs and engaging in research and community service.
|
E1037835
|
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 Embu | Statement: [Embu, hasInstitution, University of Embu]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: University of Embu Context triple: [Embu, hasInstitution, University of Embu]
-
A.
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.
-
B.
Kenyatta University
Kenyatta University is a major public research university in Nairobi, Kenya, known for its wide range of academic programs and significant role in higher education in East Africa.
-
C.
Mount Kenya University (Thika)
Mount Kenya University (Thika) is a major private chartered university in Kenya known for its wide range of academic programs and large student population, with its main campus located in Thika.
-
D.
Kisumu Campus
Kisumu Campus is a regional branch of the University of Nairobi located in Kisumu, Kenya, offering various academic programs and services to students in the western part of the country.
-
E.
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.
- 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 Embu Triple: [Embu, hasInstitution, University of Embu]
Generated description
The University of Embu is a public higher education institution in Embu, Kenya, offering a range of undergraduate and postgraduate programs and engaging in research and community service.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: University of Embu Target entity description: The University of Embu is a public higher education institution in Embu, Kenya, offering a range of undergraduate and postgraduate programs and engaging in research and community service.
-
A.
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.
-
B.
Kenyatta University
Kenyatta University is a major public research university in Nairobi, Kenya, known for its wide range of academic programs and significant role in higher education in East Africa.
-
C.
Mount Kenya University (Thika)
Mount Kenya University (Thika) is a major private chartered university in Kenya known for its wide range of academic programs and large student population, with its main campus located in Thika.
-
D.
Kisumu Campus
Kisumu Campus is a regional branch of the University of Nairobi located in Kisumu, Kenya, offering various academic programs and services to students in the western part of the country.
-
E.
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.
- 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_69d806b7bbac8190b85278c87fa7aff3 |
completed | April 9, 2026, 8:06 p.m. |
| NER | Named-entity recognition | batch_69da628affd081909f1790d333f0eef4 |
completed | April 11, 2026, 3:02 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f7267c99788190b158b1d9f57ceba2 |
completed | May 3, 2026, 10:42 a.m. |
| NEDg | Description generation | batch_69f72a92211481909ddc9e45b6a3a488 |
completed | May 3, 2026, 10:59 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f72b869a8c81908d3d6e05c80d89cf |
completed | May 3, 2026, 11:03 a.m. |
Created at: April 9, 2026, 9:32 p.m.