Triple
T17811912
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cheongju |
E444728
|
entity |
| Predicate | hasTransport |
P1298
|
FINISHED |
| Object |
Cheongju Bus Terminal
Cheongju Bus Terminal is a major intercity and regional bus hub in Cheongju, South Korea, providing connections to cities and towns across the country.
|
E1290085
|
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: Cheongju Bus Terminal | Statement: [Cheongju, hasTransport, Cheongju Bus Terminal]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cheongju Bus Terminal Context triple: [Cheongju, hasTransport, Cheongju Bus Terminal]
-
A.
Gwangmyeong Bus Terminal
Gwangmyeong Bus Terminal is a major intercity and regional bus hub serving passengers in and around the city of Gwangmyeong, South Korea.
-
B.
Gunsan Express Bus Terminal
Gunsan Express Bus Terminal is a major intercity and express bus hub in Gunsan, South Korea, providing regional and long-distance passenger transport connections.
-
C.
Gwangju station
Gwangju station is a major railway station in Gwangju, South Korea, serving as a key hub for regional and intercity train services.
-
D.
Busan Central Bus Terminal
Busan Central Bus Terminal is a major intercity and regional bus hub in Busan, South Korea, providing key transportation links to cities across the country.
-
E.
Daejeon Station
Daejeon Station is a major railway hub in central South Korea, serving high-speed KTX trains and connecting Daejeon to key cities nationwide.
- 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: Cheongju Bus Terminal Triple: [Cheongju, hasTransport, Cheongju Bus Terminal]
Generated description
Cheongju Bus Terminal is a major intercity and regional bus hub in Cheongju, South Korea, providing connections to cities and towns across the country.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Cheongju Bus Terminal Target entity description: Cheongju Bus Terminal is a major intercity and regional bus hub in Cheongju, South Korea, providing connections to cities and towns across the country.
-
A.
Gwangmyeong Bus Terminal
Gwangmyeong Bus Terminal is a major intercity and regional bus hub serving passengers in and around the city of Gwangmyeong, South Korea.
-
B.
Gunsan Express Bus Terminal
Gunsan Express Bus Terminal is a major intercity and express bus hub in Gunsan, South Korea, providing regional and long-distance passenger transport connections.
-
C.
Gwangju station
Gwangju station is a major railway station in Gwangju, South Korea, serving as a key hub for regional and intercity train services.
-
D.
Busan Central Bus Terminal
Busan Central Bus Terminal is a major intercity and regional bus hub in Busan, South Korea, providing key transportation links to cities across the country.
-
E.
Daejeon Station
Daejeon Station is a major railway hub in central South Korea, serving high-speed KTX trains and connecting Daejeon to key cities nationwide.
- 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_69d8b9f0de78819099395b14db75a8a6 |
completed | April 10, 2026, 8:50 a.m. |
| NER | Named-entity recognition | batch_69e4887b5e50819098506f0b92d709b5 |
completed | April 19, 2026, 7:47 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a02ff608640819093b5f1b31a254a83 |
completed | May 12, 2026, 10:22 a.m. |
| NEDg | Description generation | batch_6a03038f7e54819090b85bed9044efd2 |
completed | May 12, 2026, 10:40 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0303fe44308190b6cca9a119c969d9 |
completed | May 12, 2026, 10:42 a.m. |
Created at: April 10, 2026, 10:14 a.m.