Triple
T7490763
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Maejo University (campus) |
E176998
|
entity |
| Predicate | operatedBy |
P86
|
FINISHED |
| Object |
Maejo University
Maejo University is a public agricultural-focused university in Chiang Mai, Thailand, known as one of the country’s oldest institutions specializing in agricultural sciences and related fields.
|
E668776
|
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: Maejo University | Statement: [Maejo University (campus), operatedBy, Maejo University]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Maejo University Context triple: [Maejo University (campus), operatedBy, Maejo University]
-
A.
Óbuda University
Óbuda University is a Hungarian public university in Budapest known for its strong focus on engineering, applied sciences, and technical education.
-
B.
Osan University
Osan University is a higher education institution located in Osan, a city in Gyeonggi Province, South Korea.
-
C.
Ma Chung University
Ma Chung University is a private university located in Malang, Indonesia, known for its focus on entrepreneurship, applied sciences, and industry-oriented education.
-
D.
Warmadewa University
Warmadewa University is a private higher education institution located in Denpasar, Bali, Indonesia, offering a range of undergraduate and postgraduate programs.
-
E.
Nilai University
Nilai University is a private higher education institution in Malaysia known for offering a range of academic programs to local and international students.
- 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: Maejo University Triple: [Maejo University (campus), operatedBy, Maejo University]
Generated description
Maejo University is a public agricultural-focused university in Chiang Mai, Thailand, known as one of the country’s oldest institutions specializing in agricultural sciences and related fields.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Maejo University Target entity description: Maejo University is a public agricultural-focused university in Chiang Mai, Thailand, known as one of the country’s oldest institutions specializing in agricultural sciences and related fields.
-
A.
Óbuda University
Óbuda University is a Hungarian public university in Budapest known for its strong focus on engineering, applied sciences, and technical education.
-
B.
Osan University
Osan University is a higher education institution located in Osan, a city in Gyeonggi Province, South Korea.
-
C.
Ma Chung University
Ma Chung University is a private university located in Malang, Indonesia, known for its focus on entrepreneurship, applied sciences, and industry-oriented education.
-
D.
Warmadewa University
Warmadewa University is a private higher education institution located in Denpasar, Bali, Indonesia, offering a range of undergraduate and postgraduate programs.
-
E.
Nilai University
Nilai University is a private higher education institution in Malaysia known for offering a range of academic programs to local and international students.
- 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_69c69f2583808190bd1a4936c42a5815 |
completed | March 27, 2026, 3:15 p.m. |
| NER | Named-entity recognition | batch_69c6f55bdb3481908653b46eafba011d |
completed | March 27, 2026, 9:23 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c83c76a8988190bb5ff21731b19d4b |
completed | March 28, 2026, 8:39 p.m. |
| NEDg | Description generation | batch_69c83e4052b481908df2fc43c71b3b07 |
completed | March 28, 2026, 8:46 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c83ed33870819094b085229376da8a |
completed | March 28, 2026, 8:49 p.m. |
Created at: March 27, 2026, 3:43 p.m.