Triple
T13515472
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ratchathewi District |
E322747
|
entity |
| Predicate | containsEducationalInstitution |
P3445
|
FINISHED |
| Object |
Rajamangala University of Technology Phra Nakhon
Rajamangala University of Technology Phra Nakhon is a public university in Bangkok, Thailand, specializing in technology and vocational education.
|
E1056111
|
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 Phra Nakhon | Statement: [Ratchathewi District, containsEducationalInstitution, Rajamangala University of Technology Phra Nakhon]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Rajamangala University of Technology Phra Nakhon Context triple: [Ratchathewi District, containsEducationalInstitution, Rajamangala University of Technology Phra Nakhon]
-
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.
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.
-
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.
Silpakorn University
Silpakorn University is a renowned public university in Thailand, especially noted for its strong programs in fine arts and design.
-
E.
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.
- 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 Phra Nakhon Triple: [Ratchathewi District, containsEducationalInstitution, Rajamangala University of Technology Phra Nakhon]
Generated description
Rajamangala University of Technology Phra Nakhon is a public university in Bangkok, Thailand, specializing in technology and vocational education.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Rajamangala University of Technology Phra Nakhon Target entity description: Rajamangala University of Technology Phra Nakhon is a public university in Bangkok, Thailand, specializing in technology 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.
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.
-
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.
Silpakorn University
Silpakorn University is a renowned public university in Thailand, especially noted for its strong programs in fine arts and design.
-
E.
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.
- 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_69d80766a21881909f21a1b7421d3b8a |
completed | April 9, 2026, 8:09 p.m. |
| NER | Named-entity recognition | batch_69dbafa0ed508190b2855171b1945e84 |
completed | April 12, 2026, 2:43 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f7942668f481909c6d892fdfd32c02 |
completed | May 3, 2026, 6:29 p.m. |
| NEDg | Description generation | batch_69f7955fce288190a7e426f467517a91 |
completed | May 3, 2026, 6:35 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f7996cddf08190973e493fb788ce7a |
completed | May 3, 2026, 6:52 p.m. |
Created at: April 9, 2026, 9:44 p.m.