Triple
T10456910
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Nong Khai |
E246572
|
entity |
| Predicate | hasRailwayStation |
P918
|
FINISHED |
| Object |
Nong Khai railway station
Nong Khai railway station is a major rail terminus in northeastern Thailand that serves as a key gateway for train travel between Thailand and Laos.
|
E864412
|
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: Nong Khai railway station | Statement: [Nong Khai, hasRailwayStation, Nong Khai railway station]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Nong Khai railway station Context triple: [Nong Khai, hasRailwayStation, Nong Khai railway station]
-
A.
Hat Yai railway station
Hat Yai railway station is a major rail hub in southern Thailand, serving as a key junction for regional and international train services, particularly toward Malaysia.
-
B.
Pattani railway station
Pattani railway station is a key rail transport hub serving the town and surrounding region of Pattani in southern Thailand.
-
C.
Sala Daeng Station
Sala Daeng Station is a major elevated BTS Skytrain station in central Bangkok, serving as a key transit hub near the Silom business and entertainment district.
-
D.
Chumphon railway station
Chumphon railway station is a key rail transport hub in southern Thailand, serving as a major stop on the main line between Bangkok and the southern provinces.
-
E.
Ratchaprarop station
Ratchaprarop station is an elevated railway station in central Bangkok serving the Airport Rail Link line that connects the city to Suvarnabhumi Airport.
- 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: Nong Khai railway station Triple: [Nong Khai, hasRailwayStation, Nong Khai railway station]
Generated description
Nong Khai railway station is a major rail terminus in northeastern Thailand that serves as a key gateway for train travel between Thailand and Laos.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Nong Khai railway station Target entity description: Nong Khai railway station is a major rail terminus in northeastern Thailand that serves as a key gateway for train travel between Thailand and Laos.
-
A.
Hat Yai railway station
Hat Yai railway station is a major rail hub in southern Thailand, serving as a key junction for regional and international train services, particularly toward Malaysia.
-
B.
Pattani railway station
Pattani railway station is a key rail transport hub serving the town and surrounding region of Pattani in southern Thailand.
-
C.
Sala Daeng Station
Sala Daeng Station is a major elevated BTS Skytrain station in central Bangkok, serving as a key transit hub near the Silom business and entertainment district.
-
D.
Chumphon railway station
Chumphon railway station is a key rail transport hub in southern Thailand, serving as a major stop on the main line between Bangkok and the southern provinces.
-
E.
Ratchaprarop station
Ratchaprarop station is an elevated railway station in central Bangkok serving the Airport Rail Link line that connects the city to Suvarnabhumi Airport.
- 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_69d381c04fe08190957c26c526a3b05a |
completed | April 6, 2026, 9:49 a.m. |
| NER | Named-entity recognition | batch_69d4fe498a808190b88530f0221df4a6 |
completed | April 7, 2026, 12:53 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d87f10b45c81908f1d3128c65750f8 |
completed | April 10, 2026, 4:39 a.m. |
| NEDg | Description generation | batch_69d886c64e008190a914b66be16566d1 |
completed | April 10, 2026, 5:12 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d88dd0c28481908008aea09bf956ca |
completed | April 10, 2026, 5:42 a.m. |
Created at: April 6, 2026, 12:18 p.m.