Triple

T13047524
Position Surface form Disambiguated ID Type / Status
Subject Nakhon Ratchasima Rajabhat University E327361 entity
Predicate abbreviation P43 FINISHED
Object NRRU
NRRU is a Thai public university located in Nakhon Ratchasima Province, focusing on teacher education and regional community development.
 E1018258 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: NRRU | Statement: [Nakhon Ratchasima Rajabhat University, abbreviation, NRRU]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: NRRU
Context triple: [Nakhon Ratchasima Rajabhat University, abbreviation, NRRU]
  • A. NRR
    NRR is the IATA airport code for José Aponte de la Torre Airport, a public airport serving the Ceiba region in Puerto Rico.
  • B. RRC
    RRC is the post-nominal abbreviation used to denote recipients of the Royal Red Cross, a British military decoration awarded for exceptional services in military nursing.
  • C. RRC
    The RRC is the Texas state agency that regulates the oil and gas industry, pipelines, and related energy activities.
  • D. NRU
    NRU is the three-letter ISO 3166-1 alpha-3 country code assigned to the Pacific island nation of Nauru.
  • E. RNR
    RNR is the abbreviation for the Royal Naval Reserve, the volunteer reserve force of the United Kingdom’s Royal Navy.
  • 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: NRRU
Triple: [Nakhon Ratchasima Rajabhat University, abbreviation, NRRU]
Generated description
NRRU is a Thai public university located in Nakhon Ratchasima Province, focusing on teacher education and regional community development.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: NRRU
Target entity description: NRRU is a Thai public university located in Nakhon Ratchasima Province, focusing on teacher education and regional community development.
  • A. NRR
    NRR is the IATA airport code for José Aponte de la Torre Airport, a public airport serving the Ceiba region in Puerto Rico.
  • B. RRC
    RRC is the post-nominal abbreviation used to denote recipients of the Royal Red Cross, a British military decoration awarded for exceptional services in military nursing.
  • C. RRC
    The RRC is the Texas state agency that regulates the oil and gas industry, pipelines, and related energy activities.
  • D. NRU
    NRU is the three-letter ISO 3166-1 alpha-3 country code assigned to the Pacific island nation of Nauru.
  • E. RNR
    RNR is the abbreviation for the Royal Naval Reserve, the volunteer reserve force of the United Kingdom’s Royal Navy.
  • 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_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.
NEDg Description generation batch_69f6cd98d29c8190b33cb2cc6c477b1d completed May 3, 2026, 4:22 a.m.
NED2 Entity disambiguation (via description) batch_69f6ce23ca208190960409130c4c52a9 completed May 3, 2026, 4:25 a.m.
Created at: April 9, 2026, 8:57 p.m.