Triple

T7944208
Position Surface form Disambiguated ID Type / Status
Subject Thaksin Shinawatra E184459 entity
Predicate education P5 FINISHED
Object Eastern Kentucky University E50601 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: Eastern Kentucky University | Statement: [Thaksin Shinawatra, education, Eastern Kentucky University]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Eastern Kentucky University
Context triple: [Thaksin Shinawatra, education, Eastern Kentucky University]
  • A. Eastern Kentucky University chosen
    Eastern Kentucky University is a public university located in Richmond, Kentucky, known for its programs in education, criminal justice, and applied sciences.
  • B. Western Kentucky University
    Western Kentucky University is a public university known for its hilltop campus, strong programs in education and journalism, and prominent Hilltoppers athletic teams.
  • C. Northern Kentucky University
    Northern Kentucky University is a public university in Highland Heights, Kentucky, known for its regional focus and for having briefly enrolled actor George Clooney.
  • D. Kentucky Wesleyan College
    Kentucky Wesleyan College is a private liberal arts college known for its undergraduate programs and campus community in Owensboro, Kentucky.
  • E. Kentucky State University
    Kentucky State University is a public, historically Black land-grant university located in Frankfort, Kentucky.
  • 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_69ca8291c2008190b1b8832c87814bcf completed March 30, 2026, 2:02 p.m.
NER Named-entity recognition batch_69cb3b0e84448190a7e8e0749776a592 completed March 31, 2026, 3:10 a.m.
NED1 Entity disambiguation (via context triple) batch_69cc5650cfb08190846e040f85c8369d completed March 31, 2026, 11:18 p.m.
Created at: March 30, 2026, 5:09 p.m.