Triple
T9354240
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Pyeongtaek–Jecheon Expressway |
E225093
|
entity |
| Predicate | improvesConnectivityBetween |
P88103
|
FINISHED |
| Object | Gyeonggi Province |
E43744
|
NE FINISHED |
How this triple was built (3 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: Gyeonggi Province | Statement: [Pyeongtaek–Jecheon Expressway, improvesConnectivityBetween, Gyeonggi Province]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Gyeonggi Province Context triple: [Pyeongtaek–Jecheon Expressway, improvesConnectivityBetween, Gyeonggi Province]
-
A.
Gyeonggi Province
chosen
Gyeonggi Province is a populous region in northwestern South Korea that surrounds Seoul and serves as a key political, economic, and military hub of the country.
-
B.
Gyeongsang Province
Gyeongsang Province was a major historical region in southeastern Korea, known for its political, economic, and cultural importance and later divided into North and South Gyeongsang provinces.
-
C.
South Gyeongsang Province
South Gyeongsang Province is a populous administrative region in southeastern South Korea known for its industrial cities, coastal landscapes, and historical significance.
-
D.
North Gyeongsang Province
North Gyeongsang Province is a large administrative region in eastern South Korea known for its historical sites, cultural heritage, and significant role in the country’s industrial and agricultural development.
-
E.
Gangwon Province
Gangwon Province is a mountainous region in northeastern South Korea known for its natural scenery, ski resorts, and role as a host area for the 2018 Pyeongchang Winter Olympics.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: improvesConnectivityBetween Context triple: [Pyeongtaek–Jecheon Expressway, improvesConnectivityBetween, Gyeonggi Province]
-
A.
connectivity
Indicates...the existence, degree, or quality of a link or communication pathway between entities, allowing interaction or information flow between them.
-
B.
improvesAccessToward
Indicates that one entity enhances or facilitates the ability of another entity to reach, use, or benefit from a resource, service, or opportunity.
-
C.
connectsPartOf
Indicates a relationship where one entity serves to link or join a component to the larger whole of which that component is a part.
-
D.
enablesCommunicationBetween
Indicates that one entity provides the means or capability for communication to occur between two or more other entities.
-
E.
connectsArea
Indicates that one area serves as a link or passage between two other areas, enabling movement or interaction between them.
- 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_69ca842abfd48190949d71c3b86eeba8 |
completed | March 30, 2026, 2:09 p.m. |
| NER | Named-entity recognition | batch_69cd4f96c9a8819091bf63909bdcdf91 |
completed | April 1, 2026, 5:02 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d1bca63c3c819084aec1c0bb962ffe |
completed | April 5, 2026, 1:36 a.m. |
| PD | Predicate disambiguation | batch_69cc7a68ab9481909f97cb70764697cc |
completed | April 1, 2026, 1:52 a.m. |
| PDg | Predicate description generation | batch_69cc955a38108190b602d1e73725f11b |
completed | April 1, 2026, 3:47 a.m. |
Created at: March 30, 2026, 7:42 p.m.