Triple
T18312110
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Oshindonga |
E438652
|
entity |
| Predicate | regulatedBy |
P86
|
FINISHED |
| Object |
Namibian National Institute for Educational Development
The Namibian National Institute for Educational Development is a government body responsible for developing, supporting, and improving school curricula, teaching materials, and teacher training in Namibia.
|
E1318015
|
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: Namibian National Institute for Educational Development | Statement: [Oshindonga, regulatedBy, Namibian National Institute for Educational Development]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Namibian National Institute for Educational Development Context triple: [Oshindonga, regulatedBy, Namibian National Institute for Educational Development]
-
A.
Namibia University of Science and Technology
Namibia University of Science and Technology is a leading public institution in Namibia specializing in science, engineering, technology, and applied research.
-
B.
Ministry of Education, Arts and Culture of Namibia
The Ministry of Education, Arts and Culture of Namibia is a government department responsible for formulating and implementing national policies on schooling, cultural development, and the preservation and promotion of the country’s artistic and heritage sectors.
-
C.
University of Namibia Oshakati Campus
The University of Namibia Oshakati Campus is a regional campus of the University of Namibia located in the northern town of Oshakati, serving as a hub for higher education and community development in the area.
-
D.
University of Namibia Ongwediva campus
The University of Namibia Ongwediva campus is a regional branch of the University of Namibia that provides higher education and training to students in and around the town of Ongwediva in northern Namibia.
-
E.
University of Namibia main campus
The University of Namibia main campus is the primary campus of Namibia’s national public university, located in the capital city of Windhoek and serving as its central hub for teaching, research, and administration.
- 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: Namibian National Institute for Educational Development Triple: [Oshindonga, regulatedBy, Namibian National Institute for Educational Development]
Generated description
The Namibian National Institute for Educational Development is a government body responsible for developing, supporting, and improving school curricula, teaching materials, and teacher training in Namibia.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Namibian National Institute for Educational Development Target entity description: The Namibian National Institute for Educational Development is a government body responsible for developing, supporting, and improving school curricula, teaching materials, and teacher training in Namibia.
-
A.
Namibia University of Science and Technology
Namibia University of Science and Technology is a leading public institution in Namibia specializing in science, engineering, technology, and applied research.
-
B.
Ministry of Education, Arts and Culture of Namibia
The Ministry of Education, Arts and Culture of Namibia is a government department responsible for formulating and implementing national policies on schooling, cultural development, and the preservation and promotion of the country’s artistic and heritage sectors.
-
C.
University of Namibia Oshakati Campus
The University of Namibia Oshakati Campus is a regional campus of the University of Namibia located in the northern town of Oshakati, serving as a hub for higher education and community development in the area.
-
D.
University of Namibia Ongwediva campus
The University of Namibia Ongwediva campus is a regional branch of the University of Namibia that provides higher education and training to students in and around the town of Ongwediva in northern Namibia.
-
E.
University of Namibia main campus
The University of Namibia main campus is the primary campus of Namibia’s national public university, located in the capital city of Windhoek and serving as its central hub for teaching, research, and administration.
- 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_69d8b916a2d081909e249e4902f6aad9 |
completed | April 10, 2026, 8:47 a.m. |
| NER | Named-entity recognition | batch_69e50219cd548190b8da5f402d5da773 |
completed | April 19, 2026, 4:26 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a03c4bf498c8190ba7ba700ab643c9a |
completed | May 13, 2026, 12:24 a.m. |
| NEDg | Description generation | batch_6a03c592f7d0819082d600901da2c2f6 |
completed | May 13, 2026, 12:28 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a03c63ec8c48190bad47d423ab2cfe7 |
completed | May 13, 2026, 12:30 a.m. |
Created at: April 10, 2026, 10:36 a.m.