Triple
T13047156
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Nakhon Ratchasima |
E327354
|
entity |
| Predicate | hasUniversity |
P113
|
FINISHED |
| Object | Suranaree University of Technology |
E329327
|
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: Suranaree University of Technology | Statement: [Nakhon Ratchasima, hasUniversity, Suranaree University of Technology]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Suranaree University of Technology Context triple: [Nakhon Ratchasima, hasUniversity, Suranaree University of Technology]
-
A.
Suranaree University of Technology
chosen
Suranaree University of Technology is a public research university in Nakhon Ratchasima, Thailand, known for its strong emphasis on science, engineering, and technology education.
-
B.
Silpakorn University
Silpakorn University is a renowned public university in Thailand, especially noted for its strong programs in fine arts and design.
-
C.
Pathumthani University
Pathumthani University is a higher education institution located in Pathum Thani Province, Thailand, offering a range of undergraduate and graduate programs.
-
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.
Rajamangala University of Technology Thanyaburi
Rajamangala University of Technology Thanyaburi is a public technological university in Thailand known for its focus on engineering, applied sciences, and vocational education.
- 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_69f75469a3f08190a7e417872147b455 |
completed | May 3, 2026, 1:58 p.m. |
Created at: April 9, 2026, 8:57 p.m.