Triple

T13047155
Position Surface form Disambiguated ID Type / Status
Subject Nakhon Ratchasima E327354 entity
Predicate hasUniversity P113 FINISHED
Object Nakhon Ratchasima Rajabhat University E327361 NE FINISHED

How this triple was built (2 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: Nakhon Ratchasima Rajabhat University | Statement: [Nakhon Ratchasima, hasUniversity, Nakhon Ratchasima Rajabhat University]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Nakhon Ratchasima Rajabhat University
Context triple: [Nakhon Ratchasima, hasUniversity, Nakhon Ratchasima Rajabhat University]
  • A. Nakhon Ratchasima Rajabhat University chosen
    Nakhon Ratchasima Rajabhat University is a public higher education institution in Nakhon Ratchasima Province, Thailand, focusing on teacher education and regional community development.
  • B. Suranaree University of Technology
    Suranaree University of Technology is a public research university in Nakhon Ratchasima, Thailand, known for its strong emphasis on science, engineering, and technology education.
  • C. Sukhothai Thammathirat Open University
    Sukhothai Thammathirat Open University is a Thai public open university specializing in distance education for students across the country.
  • D. Thammasat University
    Thammasat University is one of Thailand’s oldest and most prestigious public universities, renowned for its strong emphasis on social sciences, law, and political activism.
  • E. Prince of Songkla University
    Prince of Songkla University is a major public research university in southern Thailand known for its strong academic programs and regional development role.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69d8076e64308190904fb5c93517c901 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69d9805125e481908ed56f708de98a9e completed April 10, 2026, 10:57 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6cbd8f1308190992c0bd832e1b05e completed May 3, 2026, 4:15 a.m.
Created at: April 9, 2026, 8:57 p.m.