Triple

T10873420
Position Surface form Disambiguated ID Type / Status
Subject Independence Memorial Museum E256713 entity
Predicate operator P179 FINISHED
Object 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.
E890070 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: Ministry of Education, Arts and Culture of Namibia | Statement: [Independence Memorial Museum, operator, Ministry of Education, Arts and Culture of Namibia]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ministry of Education, Arts and Culture of Namibia
Context triple: [Independence Memorial Museum, operator, Ministry of Education, Arts and Culture of Namibia]
  • A. Government of Namibia
    The Government of Namibia is the national executive authority of the Republic of Namibia, responsible for administering the country’s laws, policies, and public services under a democratic constitutional framework.
  • B. Ministry of Education of Botswana
    The Ministry of Education of Botswana is the national government body responsible for formulating and implementing education policies, managing schools and higher education institutions, and overseeing the country’s overall educational development.
  • C. Cabinet of Namibia
    The Cabinet of Namibia is the executive decision-making body of the Namibian government, composed of the President, Prime Minister, and appointed ministers responsible for implementing national policy and administering state affairs.
  • D. Department of National Education of South Africa
    The Department of National Education of South Africa was the former national government body responsible for formulating and overseeing education policy and administration across the country.
  • E. Ministry of Education of Niger
    The Ministry of Education of Niger is the national government body responsible for formulating and implementing education policy, managing schools and curricula, and overseeing the country’s overall education system.
  • 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: Ministry of Education, Arts and Culture of Namibia
Triple: [Independence Memorial Museum, operator, Ministry of Education, Arts and Culture of Namibia]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ministry of Education, Arts and Culture of Namibia
Target entity description: 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.
  • A. Government of Namibia
    The Government of Namibia is the national executive authority of the Republic of Namibia, responsible for administering the country’s laws, policies, and public services under a democratic constitutional framework.
  • B. Ministry of Education of Botswana
    The Ministry of Education of Botswana is the national government body responsible for formulating and implementing education policies, managing schools and higher education institutions, and overseeing the country’s overall educational development.
  • C. Cabinet of Namibia
    The Cabinet of Namibia is the executive decision-making body of the Namibian government, composed of the President, Prime Minister, and appointed ministers responsible for implementing national policy and administering state affairs.
  • D. Department of National Education of South Africa
    The Department of National Education of South Africa was the former national government body responsible for formulating and overseeing education policy and administration across the country.
  • E. Ministry of Education of Niger
    The Ministry of Education of Niger is the national government body responsible for formulating and implementing education policy, managing schools and curricula, and overseeing the country’s overall education system.
  • 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_69d6aa848804819081b2713ca0bedf06 completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d751891b508190959784f212e06acb completed April 9, 2026, 7:13 a.m.
NED1 Entity disambiguation (via context triple) batch_69dff7ddafc48190824c133bb33b9efe completed April 15, 2026, 8:41 p.m.
NEDg Description generation batch_69e0026fda3c8190b60174b252d57e12 completed April 15, 2026, 9:26 p.m.
NED2 Entity disambiguation (via description) batch_69e00581fde08190b28b8dde4a21d59e completed April 15, 2026, 9:39 p.m.
Created at: April 8, 2026, 9:21 p.m.