Triple
T7801409
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | U-Tapao–Rayong–Pattaya International Airport |
E180440
|
entity |
| Predicate | locatedNear |
P294
|
FINISHED |
| Object |
U-Tapao Subdistrict
U-Tapao Subdistrict is an administrative area in Rayong Province, Thailand, known for hosting the major regional U-Tapao–Rayong–Pattaya International Airport.
|
E694218
|
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: U-Tapao Subdistrict | Statement: [U-Tapao–Rayong–Pattaya International Airport, locatedNear, U-Tapao Subdistrict]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: U-Tapao Subdistrict Context triple: [U-Tapao–Rayong–Pattaya International Airport, locatedNear, U-Tapao Subdistrict]
-
A.
Mae Sariang District
Mae Sariang District is an administrative district in northwestern Thailand known for its mountainous landscapes, riverside town, and diverse ethnic communities.
-
B.
Khong Chiam District
Khong Chiam District is a district in Ubon Ratchathani Province in northeastern Thailand, known for its scenic river landscapes and position at the confluence of the Mun and Mekong Rivers.
-
C.
Umphang District
Umphang District is a remote mountainous district in western Thailand renowned for its forests, waterfalls such as Thi Lo Su, and its location near the Myanmar border.
-
D.
Dahua Subdistrict
Dahua Subdistrict is an urban administrative division located within Baoshan District in Shanghai, China.
-
E.
Ban Tak District
Ban Tak District is an administrative district (amphoe) in northern Thailand known for its rural communities and location within Tak Province.
- 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: U-Tapao Subdistrict Triple: [U-Tapao–Rayong–Pattaya International Airport, locatedNear, U-Tapao Subdistrict]
Generated description
U-Tapao Subdistrict is an administrative area in Rayong Province, Thailand, known for hosting the major regional U-Tapao–Rayong–Pattaya International Airport.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: U-Tapao Subdistrict Target entity description: U-Tapao Subdistrict is an administrative area in Rayong Province, Thailand, known for hosting the major regional U-Tapao–Rayong–Pattaya International Airport.
-
A.
Mae Sariang District
Mae Sariang District is an administrative district in northwestern Thailand known for its mountainous landscapes, riverside town, and diverse ethnic communities.
-
B.
Khong Chiam District
Khong Chiam District is a district in Ubon Ratchathani Province in northeastern Thailand, known for its scenic river landscapes and position at the confluence of the Mun and Mekong Rivers.
-
C.
Umphang District
Umphang District is a remote mountainous district in western Thailand renowned for its forests, waterfalls such as Thi Lo Su, and its location near the Myanmar border.
-
D.
Dahua Subdistrict
Dahua Subdistrict is an urban administrative division located within Baoshan District in Shanghai, China.
-
E.
Ban Tak District
Ban Tak District is an administrative district (amphoe) in northern Thailand known for its rural communities and location within Tak Province.
- 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_69ca827e50cc8190a92a733577184938 |
completed | March 30, 2026, 2:02 p.m. |
| NER | Named-entity recognition | batch_69cae98765c48190b325eee67bd663fc |
completed | March 30, 2026, 9:22 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cb142ba7788190a352a27cd57d1fdc |
completed | March 31, 2026, 12:24 a.m. |
| NEDg | Description generation | batch_69cb1730900c8190bc0322c4b6a3772f |
completed | March 31, 2026, 12:37 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cb1a3e6da08190bf4f82b59db41333 |
completed | March 31, 2026, 12:50 a.m. |
Created at: March 30, 2026, 4:33 p.m.