Triple
T12440304
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Phra Nakhon District |
E297251
|
entity |
| Predicate | contains |
P35
|
FINISHED |
| Object | Thammasat University Tha Prachan Campus |
E637953
|
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: Thammasat University Tha Prachan Campus | Statement: [Phra Nakhon District, contains, Thammasat University Tha Prachan Campus]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Thammasat University Tha Prachan Campus Context triple: [Phra Nakhon District, contains, Thammasat University Tha Prachan Campus]
-
A.
Thammasat University
chosen
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.
-
B.
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.
-
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.
Chulalongkorn University
Chulalongkorn University is Thailand’s oldest and one of its most prestigious universities, renowned for its research, academic excellence, and leadership in higher education in Southeast Asia.
-
E.
Bangkok Noi Campus
Bangkok Noi Campus is one of Mahidol University's urban campuses in Bangkok, Thailand, housing key faculties and medical facilities.
- 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_69d6ada166c48190b902972cd2408fa3 |
completed | April 8, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69d94d8ecb6c8190a19cbf9de31cabbd |
completed | April 10, 2026, 7:20 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6eac3ebd08190beb13fa00331f27b |
completed | May 3, 2026, 6:27 a.m. |
Created at: April 8, 2026, 9:55 p.m.