Triple
T7801390
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | U-Tapao–Rayong–Pattaya International Airport |
E180440
|
entity |
| Predicate | near |
P350
|
FINISHED |
| Object |
Sattahip District
Sattahip District is a coastal district in Chonburi Province, Thailand, known for its naval base, beaches, and proximity to major tourist destinations like Pattaya.
|
E711978
|
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: Sattahip District | Statement: [U-Tapao–Rayong–Pattaya International Airport, near, Sattahip District]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Sattahip District Context triple: [U-Tapao–Rayong–Pattaya International Airport, near, Sattahip District]
-
A.
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.
-
B.
Ratchathewi District
Ratchathewi District is a central Bangkok district known for its major transport hubs, commercial areas, and dense urban development.
-
C.
Pattani
Pattani is a historic coastal city in Thailand known for its Malay-Muslim cultural heritage and role as a regional trading and fishing center.
-
D.
Rayong Province
Rayong Province is a coastal region in eastern Thailand known for its industrial hubs, seafood, and popular beach destinations such as Ko Samet.
-
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: Sattahip District Triple: [U-Tapao–Rayong–Pattaya International Airport, near, Sattahip District]
Generated description
Sattahip District is a coastal district in Chonburi Province, Thailand, known for its naval base, beaches, and proximity to major tourist destinations like Pattaya.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Sattahip District Target entity description: Sattahip District is a coastal district in Chonburi Province, Thailand, known for its naval base, beaches, and proximity to major tourist destinations like Pattaya.
-
A.
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.
-
B.
Ratchathewi District
Ratchathewi District is a central Bangkok district known for its major transport hubs, commercial areas, and dense urban development.
-
C.
Pattani
Pattani is a historic coastal city in Thailand known for its Malay-Muslim cultural heritage and role as a regional trading and fishing center.
-
D.
Rayong Province
Rayong Province is a coastal region in eastern Thailand known for its industrial hubs, seafood, and popular beach destinations such as Ko Samet.
-
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_69cc9336e14c8190ad925da158d98596 |
completed | April 1, 2026, 3:38 a.m. |
| NEDg | Description generation | batch_69cc955542fc8190a84be60f4efea915 |
completed | April 1, 2026, 3:47 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cc964c6b308190ae121072b1180268 |
completed | April 1, 2026, 3:51 a.m. |
Created at: March 30, 2026, 4:33 p.m.