Triple
T12898192
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Pathum Thani Province |
E308547
|
entity |
| Predicate | hasUniversity |
P113
|
FINISHED |
| Object |
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.
|
E1040205
|
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: Rajamangala University of Technology Thanyaburi | Statement: [Pathum Thani Province, hasUniversity, Rajamangala University of Technology Thanyaburi]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Rajamangala University of Technology Thanyaburi Context triple: [Pathum Thani Province, hasUniversity, Rajamangala University of Technology Thanyaburi]
-
A.
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.
-
B.
Bangkok University Rangsit Campus
Bangkok University Rangsit Campus is a major private university campus in Thailand known for its modern facilities and diverse academic programs, located just north of Bangkok in Pathum Thani Province.
-
C.
Rangsit University
Rangsit University is a prominent private university in Thailand known for its diverse academic programs and strong emphasis on innovation and research.
-
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.
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. 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: Rajamangala University of Technology Thanyaburi Triple: [Pathum Thani Province, hasUniversity, Rajamangala University of Technology Thanyaburi]
Generated description
Rajamangala University of Technology Thanyaburi is a public technological university in Thailand known for its focus on engineering, applied sciences, and vocational education.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Rajamangala University of Technology Thanyaburi Target entity description: Rajamangala University of Technology Thanyaburi is a public technological university in Thailand known for its focus on engineering, applied sciences, and vocational education.
-
A.
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.
-
B.
Bangkok University Rangsit Campus
Bangkok University Rangsit Campus is a major private university campus in Thailand known for its modern facilities and diverse academic programs, located just north of Bangkok in Pathum Thani Province.
-
C.
Rangsit University
Rangsit University is a prominent private university in Thailand known for its diverse academic programs and strong emphasis on innovation and research.
-
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.
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. 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_69d7bdf7c1f0819098102569a8d8cbf5 |
completed | April 9, 2026, 2:55 p.m. |
| NER | Named-entity recognition | batch_69d9717f3fc48190b61c8f6f36cd0725 |
completed | April 10, 2026, 9:54 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f7396b901c81908bfac5b40e3caed4 |
completed | May 3, 2026, 12:02 p.m. |
| NEDg | Description generation | batch_69f73af2b37481908c4d282c1335fe08 |
completed | May 3, 2026, 12:09 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f73b959de88190959335353242031b |
completed | May 3, 2026, 12:12 p.m. |
Created at: April 9, 2026, 5:40 p.m.