Triple
T1644744
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Gangseo District |
E35554
|
entity |
| Predicate | plannedDevelopment |
P29791
|
FINISHED |
| Object |
Gadeokdo New Airport area (national project vicinity)
Gadeokdo New Airport area (national project vicinity) is a major national infrastructure development zone planned around the future Gadeokdo New Airport, intended to serve as a key aviation and economic hub in the Busan region.
|
E186143
|
NE FINISHED |
How this triple was built (5 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: Gadeokdo New Airport area (national project vicinity) | Statement: [Gangseo District, plannedDevelopment, Gadeokdo New Airport area (national project vicinity)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Gadeokdo New Airport area (national project vicinity) Context triple: [Gangseo District, plannedDevelopment, Gadeokdo New Airport area (national project vicinity)]
-
A.
Gimhae International Airport
Gimhae International Airport is the main international airport serving the Busan metropolitan area in South Korea.
-
B.
Daedeok Science Town
Daedeok Science Town is a major research and development hub in South Korea, known for its concentration of high-tech industries, government research institutes, and universities.
-
C.
Daegu International Airport
Daegu International Airport is a regional airport in Daegu, South Korea, serving both domestic and limited international flights.
-
D.
Gwangju Airport
Gwangju Airport is a regional airport in Gwangju, South Korea, serving domestic flights and limited military operations.
-
E.
Gimpo International Airport
Gimpo International Airport is a major airport serving the Seoul metropolitan area, primarily handling domestic flights and regional international routes.
- 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: Gadeokdo New Airport area (national project vicinity) Triple: [Gangseo District, plannedDevelopment, Gadeokdo New Airport area (national project vicinity)]
Generated description
Gadeokdo New Airport area (national project vicinity) is a major national infrastructure development zone planned around the future Gadeokdo New Airport, intended to serve as a key aviation and economic hub in the Busan region.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Gadeokdo New Airport area (national project vicinity) Target entity description: Gadeokdo New Airport area (national project vicinity) is a major national infrastructure development zone planned around the future Gadeokdo New Airport, intended to serve as a key aviation and economic hub in the Busan region.
-
A.
Gimhae International Airport
Gimhae International Airport is the main international airport serving the Busan metropolitan area in South Korea.
-
B.
Daedeok Science Town
Daedeok Science Town is a major research and development hub in South Korea, known for its concentration of high-tech industries, government research institutes, and universities.
-
C.
Daegu International Airport
Daegu International Airport is a regional airport in Daegu, South Korea, serving both domestic and limited international flights.
-
D.
Gwangju Airport
Gwangju Airport is a regional airport in Gwangju, South Korea, serving domestic flights and limited military operations.
-
E.
Gimpo International Airport
Gimpo International Airport is a major airport serving the Seoul metropolitan area, primarily handling domestic flights and regional international routes.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: plannedDevelopment Context triple: [Gangseo District, plannedDevelopment, Gadeokdo New Airport area (national project vicinity)]
-
A.
planned
Indicates that an entity has intentionally arranged or scheduled another entity or event to occur in the future.
-
B.
developmentInitiative
Indicates an organized effort or program undertaken to promote growth, improvement, or progress in a particular area or context.
-
C.
development
Indicates a process or relationship in which something grows, advances, or becomes more complex or mature over time.
-
D.
plannedUnder
Indicates that one entity has been scheduled, organized, or arranged to occur within the scope, authority, or framework of another entity.
-
E.
aimsToDevelop
Indicates an entity’s intention or effort to create, improve, or bring about another entity, outcome, or capability.
- F. None of above. chosen
Provenance (7 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_69a88604618c81908b41f6429c431eb6 |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69a919306fd48190a245fc95e0e759d9 |
completed | March 5, 2026, 5:48 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad60a26350819087e7a87b52561143 |
completed | March 8, 2026, 11:42 a.m. |
| NEDg | Description generation | batch_69ad61d1806081909268a9a100b326a1 |
completed | March 8, 2026, 11:47 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ad622acf5881908add72069bd2f060 |
completed | March 8, 2026, 11:48 a.m. |
| PD | Predicate disambiguation | batch_69a907cc9d348190b76b0d3f596e5a81 |
completed | March 5, 2026, 4:34 a.m. |
| PDg | Predicate description generation | batch_69a9192f975c8190bfd514a4b5a8786c |
completed | March 5, 2026, 5:48 a.m. |
Created at: March 4, 2026, 7:28 p.m.