Triple
T448561
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | DAL |
E7075
|
entity |
| Predicate | issuerPrimaryHubAirport |
P8171
|
FINISHED |
| Object | Hartsfield–Jackson Atlanta International Airport |
E31383
|
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: Hartsfield–Jackson Atlanta International Airport | Statement: [DAL, issuerPrimaryHubAirport, Hartsfield–Jackson Atlanta International Airport]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hartsfield–Jackson Atlanta International Airport Context triple: [DAL, issuerPrimaryHubAirport, Hartsfield–Jackson Atlanta International Airport]
-
A.
Hartsfield–Jackson Atlanta International Airport
chosen
Hartsfield–Jackson Atlanta International Airport is one of the world’s busiest and most important passenger airports, serving as a major global aviation hub in Atlanta, Georgia.
-
B.
Nashville International Airport
Nashville International Airport is a major public airport in Nashville, Tennessee, serving as a key passenger and cargo hub for the region with extensive domestic and limited international flights.
-
C.
Jacksonville International Airport
Jacksonville International Airport is the primary commercial airport serving the Jacksonville metropolitan area in northeastern Florida, offering domestic and limited international flights.
-
D.
Birmingham–Shuttlesworth International Airport
Birmingham–Shuttlesworth International Airport is the primary commercial airport serving the Birmingham metropolitan area and central Alabama, offering domestic flights and regional connections.
-
E.
L.F. Wade International Airport
L.F. Wade International Airport is the primary international gateway to Bermuda, serving as the island territory’s main commercial airport for passenger and cargo flights.
- 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: issuerPrimaryHubAirport Context triple: [DAL, issuerPrimaryHubAirport, Hartsfield–Jackson Atlanta International Airport]
-
A.
airportServed
Indicates that a particular airport provides service to, or is used for air travel to and from, a given location or area.
-
B.
associatedAirlineHeadquarters
Indicates that an airline is connected to or based at a particular headquarters location.
-
C.
servesAirport
Indicates that a transportation service or route provides access to and operates for a particular airport.
-
D.
hasFormerAirport
Indicates that an entity previously had an airport that is no longer in operation or no longer exists.
-
E.
hubAirport
chosen
Indicates that an airport serves as a primary hub or central operating base for a particular airline or carrier.
- F. None of above.
Provenance (4 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_69a2e7e4676c81909ea0dbdecac0687c |
completed | Feb. 28, 2026, 1:04 p.m. |
| NER | Named-entity recognition | batch_69a2ef6755a08190a057e72279b70456 |
completed | Feb. 28, 2026, 1:36 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a76d6571588190b1f328e7b10b627c |
completed | March 3, 2026, 11:23 p.m. |
| PD | Predicate disambiguation | batch_69a2ede1a1108190a4a06b3416ae6156 |
completed | Feb. 28, 2026, 1:30 p.m. |
Created at: Feb. 28, 2026, 1:12 p.m.