Triple
T7455293
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mandarin Airlines |
E172106
|
entity |
| Predicate | hub |
P423
|
FINISHED |
| Object |
Taichung International Airport
Taichung International Airport is a major airport in central Taiwan that serves domestic and international flights and functions as an important regional hub.
|
E665972
|
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: Taichung International Airport | Statement: [Mandarin Airlines, hub, Taichung International Airport]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Taichung International Airport Context triple: [Mandarin Airlines, hub, Taichung International Airport]
-
A.
Taipei Songshan Airport
Taipei Songshan Airport is a domestic and regional international airport located near the center of Taipei, Taiwan, serving as a key hub for short-haul flights.
-
B.
Tainan Airport
Tainan Airport is a regional airport in southern Taiwan serving domestic flights and limited international routes for the city of Tainan.
-
C.
Taiwan Taoyuan International Airport
Taiwan Taoyuan International Airport is the main international gateway to northern Taiwan and the primary airport serving the Taipei metropolitan area.
-
D.
Kaohsiung International Airport
Kaohsiung International Airport is a major airport in southern Taiwan that serves as an important regional gateway for both domestic and international flights.
-
E.
Hualien Airport
Hualien Airport is a regional civil and military airport in eastern Taiwan that serves the city of Hualien and nearby tourist destinations such as Taroko Gorge.
- 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: Taichung International Airport Triple: [Mandarin Airlines, hub, Taichung International Airport]
Generated description
Taichung International Airport is a major airport in central Taiwan that serves domestic and international flights and functions as an important regional hub.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Taichung International Airport Target entity description: Taichung International Airport is a major airport in central Taiwan that serves domestic and international flights and functions as an important regional hub.
-
A.
Taipei Songshan Airport
Taipei Songshan Airport is a domestic and regional international airport located near the center of Taipei, Taiwan, serving as a key hub for short-haul flights.
-
B.
Tainan Airport
Tainan Airport is a regional airport in southern Taiwan serving domestic flights and limited international routes for the city of Tainan.
-
C.
Taiwan Taoyuan International Airport
Taiwan Taoyuan International Airport is the main international gateway to northern Taiwan and the primary airport serving the Taipei metropolitan area.
-
D.
Kaohsiung International Airport
Kaohsiung International Airport is a major airport in southern Taiwan that serves as an important regional gateway for both domestic and international flights.
-
E.
Hualien Airport
Hualien Airport is a regional civil and military airport in eastern Taiwan that serves the city of Hualien and nearby tourist destinations such as Taroko Gorge.
- 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_69c68a66554c8190add75c65942c0317 |
completed | March 27, 2026, 1:47 p.m. |
| NER | Named-entity recognition | batch_69c6f3af58dc819093fb0482482779a3 |
completed | March 27, 2026, 9:16 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c834597d94819081f57de7d5ae30af |
completed | March 28, 2026, 8:04 p.m. |
| NEDg | Description generation | batch_69c834c4a6b0819091cd9ecd1581cfe4 |
completed | March 28, 2026, 8:06 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c83560fa908190a8c1d8862f9a31f9 |
completed | March 28, 2026, 8:09 p.m. |
Created at: March 27, 2026, 3:15 p.m.