Triple
T7719357
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Gunsan |
E174966
|
entity |
| Predicate | connectedBy |
P37
|
FINISHED |
| Object |
Seohaean Expressway
The Seohaean Expressway is a major South Korean coastal highway running along the west coast and linking key cities and industrial regions, including Gunsan, to the national expressway network.
|
E689859
|
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: Seohaean Expressway | Statement: [Gunsan, connectedBy, Seohaean Expressway]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Seohaean Expressway Context triple: [Gunsan, connectedBy, Seohaean Expressway]
-
A.
Jungbu Expressway
The Jungbu Expressway is a major South Korean highway that runs through the central region of the country, connecting key cities and facilitating north–south traffic.
-
B.
Jungbu Naeryuk Expressway
The Jungbu Naeryuk Expressway is a major north–south highway in South Korea that runs through the country’s central inland region, connecting key cities and facilitating regional transportation and logistics.
-
C.
Hanwa Expressway
Hanwa Expressway is a major expressway in Japan’s Kansai region that connects Osaka with Wakayama Prefecture and facilitates regional and intercity road transport.
-
D.
Gyeongin Expressway
Gyeongin Expressway is a major South Korean highway that connects Seoul and Incheon, serving as a key transportation corridor for commuters and freight.
-
E.
Honam Expressway
The Honam Expressway is a major South Korean highway that connects the southwestern Honam region with other parts of the country, facilitating regional travel and economic activity.
- 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: Seohaean Expressway Triple: [Gunsan, connectedBy, Seohaean Expressway]
Generated description
The Seohaean Expressway is a major South Korean coastal highway running along the west coast and linking key cities and industrial regions, including Gunsan, to the national expressway network.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Seohaean Expressway Target entity description: The Seohaean Expressway is a major South Korean coastal highway running along the west coast and linking key cities and industrial regions, including Gunsan, to the national expressway network.
-
A.
Jungbu Expressway
The Jungbu Expressway is a major South Korean highway that runs through the central region of the country, connecting key cities and facilitating north–south traffic.
-
B.
Jungbu Naeryuk Expressway
The Jungbu Naeryuk Expressway is a major north–south highway in South Korea that runs through the country’s central inland region, connecting key cities and facilitating regional transportation and logistics.
-
C.
Hanwa Expressway
Hanwa Expressway is a major expressway in Japan’s Kansai region that connects Osaka with Wakayama Prefecture and facilitates regional and intercity road transport.
-
D.
Gyeongin Expressway
Gyeongin Expressway is a major South Korean highway that connects Seoul and Incheon, serving as a key transportation corridor for commuters and freight.
-
E.
Honam Expressway
The Honam Expressway is a major South Korean highway that connects the southwestern Honam region with other parts of the country, facilitating regional travel and economic activity.
- 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_69c6995c463c8190a14458036249d419 |
completed | March 27, 2026, 2:51 p.m. |
| NER | Named-entity recognition | batch_69c702eedc088190be645c029dfc462a |
completed | March 27, 2026, 10:21 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c9116b86cc8190997077243f99cc7d |
completed | March 29, 2026, 11:47 a.m. |
| NEDg | Description generation | batch_69c912219dd8819098157c3d0d22eaac |
completed | March 29, 2026, 11:50 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c9138753088190ad84f49ad04f2b8a |
completed | March 29, 2026, 11:56 a.m. |
Created at: March 27, 2026, 4:05 p.m.