Triple
T14570545
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Beijing urban road network |
E341898
|
entity |
| Predicate | hasExpressway |
P385
|
FINISHED |
| Object |
Airport Expressway
Airport Expressway is a major controlled-access highway in Beijing that provides a primary high-speed link between the city center and Beijing Capital International Airport.
|
E1106950
|
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: Airport Expressway | Statement: [Beijing urban road network, hasExpressway, Airport Expressway]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Airport Expressway Context triple: [Beijing urban road network, hasExpressway, Airport Expressway]
-
A.
Hunter Expressway
Hunter Expressway is a major freeway in New South Wales, Australia, that provides a high-speed link between Newcastle and the Hunter Valley region.
-
B.
Allen Expressway
The Allen Expressway is a major north–south arterial roadway in Toronto, Ontario, known for its partial construction and abrupt termination that reflect the city’s cancelled expressway plans.
-
C.
Airport Freeway
Airport Freeway is a major freeway in the Dallas–Fort Worth area of Texas that serves as a key route to Dallas/Fort Worth International Airport and connects several surrounding cities.
-
D.
Western Express Highway
Western Express Highway is a major north–south arterial road in Mumbai, India, connecting the city’s western suburbs to its central and southern areas and forming a key part of the city’s transport network.
-
E.
Central Expressway
Central Expressway is a major north–south highway in the Dallas–Fort Worth area that serves as a key transportation artery through the region’s high-tech Telecom Corridor.
- 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: Airport Expressway Triple: [Beijing urban road network, hasExpressway, Airport Expressway]
Generated description
Airport Expressway is a major controlled-access highway in Beijing that provides a primary high-speed link between the city center and Beijing Capital International Airport.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Airport Expressway Target entity description: Airport Expressway is a major controlled-access highway in Beijing that provides a primary high-speed link between the city center and Beijing Capital International Airport.
-
A.
Hunter Expressway
Hunter Expressway is a major freeway in New South Wales, Australia, that provides a high-speed link between Newcastle and the Hunter Valley region.
-
B.
Allen Expressway
The Allen Expressway is a major north–south arterial roadway in Toronto, Ontario, known for its partial construction and abrupt termination that reflect the city’s cancelled expressway plans.
-
C.
Airport Freeway
Airport Freeway is a major freeway in the Dallas–Fort Worth area of Texas that serves as a key route to Dallas/Fort Worth International Airport and connects several surrounding cities.
-
D.
Western Express Highway
Western Express Highway is a major north–south arterial road in Mumbai, India, connecting the city’s western suburbs to its central and southern areas and forming a key part of the city’s transport network.
-
E.
Central Expressway
Central Expressway is a major north–south highway in the Dallas–Fort Worth area that serves as a key transportation artery through the region’s high-tech Telecom Corridor.
- 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_69d822dcc6248190bed689984bceb0e2 |
completed | April 9, 2026, 10:06 p.m. |
| NER | Named-entity recognition | batch_69deb3f2121481908f2385637944785d |
completed | April 14, 2026, 9:38 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd8ac858108190b7c90130f18b0ddb |
completed | May 8, 2026, 7:03 a.m. |
| NEDg | Description generation | batch_69fd8c3678048190a23b509e963c1ade |
completed | May 8, 2026, 7:09 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fd8d609684819090a9c3f2304f4a6a |
completed | May 8, 2026, 7:14 a.m. |
Created at: April 10, 2026, 1:23 a.m.