Triple
T13066109
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Suranaree University of Technology |
E329327
|
entity |
| Predicate | hasLibrary |
P35
|
FINISHED |
| Object |
Suranaree University of Technology Library
Suranaree University of Technology Library is the academic library of Suranaree University of Technology in Thailand, providing information resources, study spaces, and research support for the university community.
|
E329327
|
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: Suranaree University of Technology Library | Statement: [Suranaree University of Technology, hasLibrary, Suranaree University of Technology Library]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Suranaree University of Technology Library Context triple: [Suranaree University of Technology, hasLibrary, Suranaree University of Technology Library]
-
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.
Sukhothai Thammathirat Open University
Sukhothai Thammathirat Open University is a Thai public open university specializing in distance education for students across the country.
-
C.
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.
-
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.
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. 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: Suranaree University of Technology Library Triple: [Suranaree University of Technology, hasLibrary, Suranaree University of Technology Library]
Generated description
Suranaree University of Technology Library is the academic library of Suranaree University of Technology in Thailand, providing information resources, study spaces, and research support for the university community.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Suranaree University of Technology Library Target entity description: Suranaree University of Technology Library is the academic library of Suranaree University of Technology in Thailand, providing information resources, study spaces, and research support for the university community.
-
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.
Sukhothai Thammathirat Open University
Sukhothai Thammathirat Open University is a Thai public open university specializing in distance education for students across the country.
-
C.
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.
-
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.
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.
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_69d80771749c81909a6d9197b9504872 |
completed | April 9, 2026, 8:09 p.m. |
| NER | Named-entity recognition | batch_69d980eb81948190b27eb9ae19978079 |
completed | April 10, 2026, 10:59 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6cbe7abd0819085645e29d43493dd |
completed | May 3, 2026, 4:15 a.m. |
| NEDg | Description generation | batch_69f6cd3d5090819091b65f544ad139fd |
completed | May 3, 2026, 4:21 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f6cdc8d52c819083717a455d589646 |
completed | May 3, 2026, 4:23 a.m. |
Created at: April 9, 2026, 8:59 p.m.