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.