Triple
T2449814
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Chulalongkorn University |
E53675
|
entity |
| Predicate | hasLibrary |
P35
|
FINISHED |
| Object |
Chulalongkorn University Library
Chulalongkorn University Library is the central academic library system of Chulalongkorn University in Bangkok, providing comprehensive information resources and services to support education and research.
|
E53675
|
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: Chulalongkorn University Library | Statement: [Chulalongkorn University, hasLibrary, Chulalongkorn University Library]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Chulalongkorn University Library Context triple: [Chulalongkorn University, hasLibrary, Chulalongkorn University Library]
-
A.
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.
-
B.
Mahidol University
Mahidol University is one of Thailand’s leading research-intensive universities, renowned especially for its excellence in medicine, health sciences, and related fields.
-
C.
Chiang Mai University
Chiang Mai University is a leading public research university in northern Thailand known for its comprehensive academic programs and strong emphasis on regional development and culture.
-
D.
Royal University of Fine Arts
The Royal University of Fine Arts is Cambodia’s leading public institution for higher education in fine arts, architecture, and related cultural disciplines, based in Phnom Penh.
-
E.
Amphorn Sathan Residential Hall
Amphorn Sathan Residential Hall is a royal palace in Bangkok that serves as one of the primary residences of the King of Thailand.
- 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: Chulalongkorn University Library Triple: [Chulalongkorn University, hasLibrary, Chulalongkorn University Library]
Generated description
Chulalongkorn University Library is the central academic library system of Chulalongkorn University in Bangkok, providing comprehensive information resources and services to support education and research.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Chulalongkorn University Library Target entity description: Chulalongkorn University Library is the central academic library system of Chulalongkorn University in Bangkok, providing comprehensive information resources and services to support education and research.
-
A.
Chulalongkorn University
chosen
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.
-
B.
Mahidol University
Mahidol University is one of Thailand’s leading research-intensive universities, renowned especially for its excellence in medicine, health sciences, and related fields.
-
C.
Chiang Mai University
Chiang Mai University is a leading public research university in northern Thailand known for its comprehensive academic programs and strong emphasis on regional development and culture.
-
D.
Royal University of Fine Arts
The Royal University of Fine Arts is Cambodia’s leading public institution for higher education in fine arts, architecture, and related cultural disciplines, based in Phnom Penh.
-
E.
Amphorn Sathan Residential Hall
Amphorn Sathan Residential Hall is a royal palace in Bangkok that serves as one of the primary residences of the King of Thailand.
- 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_69ab495d227c8190b26ae6548eeb1019 |
completed | March 6, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69abd0f2b8488190b1f6a86f0a9f83aa |
completed | March 7, 2026, 7:17 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69aef0c2a7b08190beb27f6a83208e5c |
completed | March 9, 2026, 4:09 p.m. |
| NEDg | Description generation | batch_69aef5de0e4c8190af460b7e2fb2a5eb |
completed | March 9, 2026, 4:31 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69aef68a6a18819097876fea0120103b |
completed | March 9, 2026, 4:34 p.m. |
Created at: March 6, 2026, 9:43 p.m.