Triple

T12117429
Position Surface form Disambiguated ID Type / Status
Subject Keningau E288600 entity
Predicate hasEducationalInstitution P113 FINISHED
Object Keningau Vocational College
Keningau Vocational College is a technical and vocational education institution located in Keningau, Sabah, Malaysia, offering skills-based programs to prepare students for various trades and industries.
 E962640 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: Keningau Vocational College | Statement: [Keningau, hasEducationalInstitution, Keningau Vocational College]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Keningau Vocational College
Context triple: [Keningau, hasEducationalInstitution, Keningau Vocational College]
  • A. Malay College Kuala Kangsar
    Malay College Kuala Kangsar is a premier Malaysian residential school founded in 1905, often called the “Eton of the East” for its elite education and prominent alumni.
  • B. National Institute of Education
    The National Institute of Education is a key academic and research wing of NCERT responsible for advancing school education through teacher education, curriculum development, and educational research in India.
  • C. National Institute of Education
    The National Institute of Education was a U.S. federal agency responsible for supporting and coordinating educational research and improvement nationwide.
  • D. KIS University
    KIS University is a common abbreviation for Kim Il-sung University, the leading and most prestigious higher education institution in North Korea.
  • E. Kiang Nangbah Government College
    Kiang Nangbah Government College is a public higher education institution located in Jowai, Meghalaya, India, offering undergraduate courses 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: Keningau Vocational College
Triple: [Keningau, hasEducationalInstitution, Keningau Vocational College]
Generated description
Keningau Vocational College is a technical and vocational education institution located in Keningau, Sabah, Malaysia, offering skills-based programs to prepare students for various trades and industries.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Keningau Vocational College
Target entity description: Keningau Vocational College is a technical and vocational education institution located in Keningau, Sabah, Malaysia, offering skills-based programs to prepare students for various trades and industries.
  • A. Malay College Kuala Kangsar
    Malay College Kuala Kangsar is a premier Malaysian residential school founded in 1905, often called the “Eton of the East” for its elite education and prominent alumni.
  • B. National Institute of Education
    The National Institute of Education is a key academic and research wing of NCERT responsible for advancing school education through teacher education, curriculum development, and educational research in India.
  • C. National Institute of Education
    The National Institute of Education was a U.S. federal agency responsible for supporting and coordinating educational research and improvement nationwide.
  • D. KIS University
    KIS University is a common abbreviation for Kim Il-sung University, the leading and most prestigious higher education institution in North Korea.
  • E. Kiang Nangbah Government College
    Kiang Nangbah Government College is a public higher education institution located in Jowai, Meghalaya, India, offering undergraduate courses 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_69d6ab4a5c448190a110d1273314b21a completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d915760d208190b68f5e024b3676ba completed April 10, 2026, 3:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69f5f682397c819085a86a98e079660b completed May 2, 2026, 1:05 p.m.
NEDg Description generation batch_69f5fdea1afc8190b39557fdc571e300 completed May 2, 2026, 1:36 p.m.
NED2 Entity disambiguation (via description) batch_69f5feeeeb2081908191b1c2d1c2fbfd completed May 2, 2026, 1:41 p.m.
Created at: April 8, 2026, 9:49 p.m.