Triple
T13047197
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Northeastern Thailand |
E327355
|
entity |
| Predicate | containsCity |
P294
|
FINISHED |
| Object |
Buriram
Buriram is a provincial city in northeastern Thailand known for its rich Khmer heritage, historical temples, and passionate football culture.
|
E1025882
|
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: Buriram | Statement: [Northeastern Thailand, containsCity, Buriram]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Buriram Context triple: [Northeastern Thailand, containsCity, Buriram]
-
A.
Prachuap Khiri Khan
Prachuap Khiri Khan is a coastal town in southern Thailand known for its strategic location on the Gulf of Thailand and its role as a World War II battleground during the Japanese invasion.
-
B.
Ratchaburi
Ratchaburi is a historic city in western Thailand known for its cultural heritage, traditional pottery, and proximity to famous floating markets.
-
C.
Hat Yai
Hat Yai is a major commercial and transportation hub city in southern Thailand, known for its bustling markets and proximity to the Malaysian border.
-
D.
Pathum Thani
Pathum Thani is a central Thai province just north of Bangkok, known for its urban expansion, universities, and industrial zones within the Bangkok Metropolitan Region.
-
E.
Chachoengsao
Chachoengsao is a province in eastern Thailand known for its historic temples, agricultural landscape, and proximity to Bangkok and major transport hubs.
- 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: Buriram Triple: [Northeastern Thailand, containsCity, Buriram]
Generated description
Buriram is a provincial city in northeastern Thailand known for its rich Khmer heritage, historical temples, and passionate football culture.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Buriram Target entity description: Buriram is a provincial city in northeastern Thailand known for its rich Khmer heritage, historical temples, and passionate football culture.
-
A.
Prachuap Khiri Khan
Prachuap Khiri Khan is a coastal town in southern Thailand known for its strategic location on the Gulf of Thailand and its role as a World War II battleground during the Japanese invasion.
-
B.
Ratchaburi
Ratchaburi is a historic city in western Thailand known for its cultural heritage, traditional pottery, and proximity to famous floating markets.
-
C.
Hat Yai
Hat Yai is a major commercial and transportation hub city in southern Thailand, known for its bustling markets and proximity to the Malaysian border.
-
D.
Pathum Thani
Pathum Thani is a central Thai province just north of Bangkok, known for its urban expansion, universities, and industrial zones within the Bangkok Metropolitan Region.
-
E.
Chachoengsao
Chachoengsao is a province in eastern Thailand known for its historic temples, agricultural landscape, and proximity to Bangkok and major transport hubs.
- 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_69d8076e64308190904fb5c93517c901 |
completed | April 9, 2026, 8:09 p.m. |
| NER | Named-entity recognition | batch_69d9805125e481908ed56f708de98a9e |
completed | April 10, 2026, 10:57 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6f5c771fc8190afb6b0f449c67294 |
completed | May 3, 2026, 7:14 a.m. |
| NEDg | Description generation | batch_69f6f694f8c48190adce4cddbf63777f |
completed | May 3, 2026, 7:17 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f6f7d8bfa0819097b3d9175bc56933 |
completed | May 3, 2026, 7:23 a.m. |
Created at: April 9, 2026, 8:57 p.m.