Triple
T6504034
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Piedmont Triad International Airport |
E148960
|
entity |
| Predicate | isHubFor |
P423
|
FINISHED |
| Object |
FedEx Express (regional hub)
FedEx Express (regional hub) is a major cargo and logistics facility that serves as a key regional distribution center for FedEx’s air freight operations.
|
E552982
|
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: FedEx Express (regional hub) | Statement: [Piedmont Triad International Airport, isHubFor, FedEx Express (regional hub)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: FedEx Express (regional hub) Context triple: [Piedmont Triad International Airport, isHubFor, FedEx Express (regional hub)]
-
A.
FedEx Express Mid-Atlantic hub
The FedEx Express Mid-Atlantic hub is a major regional air cargo sorting and distribution center for FedEx Express serving the Mid-Atlantic and surrounding areas of the United States.
-
B.
FedEx
FedEx is a global courier delivery services company known for its overnight shipping and pioneering real-time package tracking.
-
C.
United Parcel Service (UPS)
United Parcel Service (UPS) is a global package delivery and supply chain management company known for its extensive logistics network and brown delivery trucks.
-
D.
United Express
United Express is the regional brand for United Airlines, operating shorter-haul feeder flights to connect passengers to United’s mainline network.
-
E.
TNT Express
TNT Express is an international courier and logistics company known for its global parcel delivery and express mail services.
- 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: FedEx Express (regional hub) Triple: [Piedmont Triad International Airport, isHubFor, FedEx Express (regional hub)]
Generated description
FedEx Express (regional hub) is a major cargo and logistics facility that serves as a key regional distribution center for FedEx’s air freight operations.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: FedEx Express (regional hub) Target entity description: FedEx Express (regional hub) is a major cargo and logistics facility that serves as a key regional distribution center for FedEx’s air freight operations.
-
A.
FedEx Express Mid-Atlantic hub
chosen
The FedEx Express Mid-Atlantic hub is a major regional air cargo sorting and distribution center for FedEx Express serving the Mid-Atlantic and surrounding areas of the United States.
-
B.
FedEx
FedEx is a global courier delivery services company known for its overnight shipping and pioneering real-time package tracking.
-
C.
United Parcel Service (UPS)
United Parcel Service (UPS) is a global package delivery and supply chain management company known for its extensive logistics network and brown delivery trucks.
-
D.
United Express
United Express is the regional brand for United Airlines, operating shorter-haul feeder flights to connect passengers to United’s mainline network.
-
E.
TNT Express
TNT Express is an international courier and logistics company known for its global parcel delivery and express mail services.
- F. None of above.
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_69c687e9ad288190bae5bcac9c8ac855 |
completed | March 27, 2026, 1:36 p.m. |
| NER | Named-entity recognition | batch_69c69965c8448190b9eb0c50711dd44f |
completed | March 27, 2026, 2:51 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c6cb3c524481909d9c822e928dc821 |
completed | March 27, 2026, 6:23 p.m. |
| NEDg | Description generation | batch_69c6cd03c56c8190a0e7c69597ab8c83 |
completed | March 27, 2026, 6:31 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c6cdfc23988190a4062abbcc312cb4 |
completed | March 27, 2026, 6:35 p.m. |
Created at: March 27, 2026, 1:42 p.m.