Triple

T16381774

Position	Surface form	Disambiguated ID	Type / Status
Subject	Oshakati	`E397822`	entity
Predicate	hasEducationalInstitution	`P113`	FINISHED
Object	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.	`E1209553`	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 Namibia Oshakati Campus | Statement: [Oshakati, hasEducationalInstitution, University of Namibia Oshakati Campus]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: University of Namibia Oshakati Campus
Context triple: [Oshakati, hasEducationalInstitution, University of Namibia Oshakati Campus]

A. 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.
B. 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.
C. 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.
D. University of Botswana
The University of Botswana is the largest and oldest public university in Botswana, recognized as the country’s premier institution for higher education and research.
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: University of Namibia Oshakati Campus
Triple: [Oshakati, hasEducationalInstitution, University of Namibia Oshakati Campus]

Generated description

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.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: University of Namibia Oshakati Campus
Target entity description: 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.

A. 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.
B. 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.
C. 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.
D. University of Botswana
The University of Botswana is the largest and oldest public university in Botswana, recognized as the country’s premier institution for higher education and research.
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_69d87f2880b48190ae1a9673a3bbef80`	completed	April 10, 2026, 4:40 a.m.
NER	Named-entity recognition	`batch_69e319dd0e0c8190812bde6a2f7d9644`	completed	April 18, 2026, 5:42 a.m.
NED1	Entity disambiguation (via context triple)	`batch_6a0035689ef08190ba980a359498ca56`	completed	May 10, 2026, 7:36 a.m.
NEDg	Description generation	`batch_6a00363c50848190a6a3d692cbe07cd0`	completed	May 10, 2026, 7:39 a.m.
NED2	Entity disambiguation (via description)	`batch_6a0036e53f2c81908f04a5e51870040c`	completed	May 10, 2026, 7:42 a.m.

Created at: April 10, 2026, 5:08 a.m.