Triple
T8780156
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hat Yai |
E208703
|
entity |
| Predicate | hasUniversity |
P113
|
FINISHED |
| Object | Prince of Songkla University (Hat Yai campus) |
E605441
|
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: Prince of Songkla University (Hat Yai campus) | Statement: [Hat Yai, hasUniversity, Prince of Songkla University (Hat Yai campus)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Prince of Songkla University (Hat Yai campus) Context triple: [Hat Yai, hasUniversity, Prince of Songkla University (Hat Yai campus)]
-
A.
Prince of Songkla University
chosen
Prince of Songkla University is a major public research university in southern Thailand known for its strong academic programs and regional development role.
-
B.
Nakhon Ratchasima Rajabhat University
Nakhon Ratchasima Rajabhat University is a public higher education institution in Nakhon Ratchasima Province, Thailand, focusing on teacher education and regional community development.
-
C.
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.
-
D.
Salaya Campus
Salaya Campus is the main suburban campus of Mahidol University in Nakhon Pathom, Thailand, known for its expansive green grounds and comprehensive academic and research facilities.
-
E.
Phaya Thai Campus
Phaya Thai Campus is a major urban campus of Mahidol University in Bangkok, known for its medical and health sciences faculties and affiliated teaching hospitals.
- 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_69ca835fbee88190bf625939bac48d7f |
completed | March 30, 2026, 2:06 p.m. |
| NER | Named-entity recognition | batch_69cc5f548aa48190b2e73f292758e361 |
completed | March 31, 2026, 11:57 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cf51df4a608190883a093dbd169976 |
completed | April 3, 2026, 5:36 a.m. |
Created at: March 30, 2026, 6:42 p.m.