Triple
T31874
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Birmingham, Alabama |
E635
|
entity |
| Predicate | hasAirport |
P105
|
FINISHED |
| Object |
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.
|
E29263
|
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: Birmingham–Shuttlesworth International Airport | Statement: [Birmingham, Alabama, hasAirport, Birmingham–Shuttlesworth International Airport]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Birmingham–Shuttlesworth International Airport Context triple: [Birmingham, Alabama, hasAirport, Birmingham–Shuttlesworth International Airport]
-
A.
Charles B. Wheeler Downtown Airport
Charles B. Wheeler Downtown Airport is a general aviation and corporate airport located near downtown Kansas City, Missouri, serving as one of the city's primary aviation facilities.
-
B.
Kansas City International Airport
Kansas City International Airport is a major public airport serving the Kansas City metropolitan area, offering domestic and limited international flights.
-
C.
Charlotte Douglas International Airport
Charlotte Douglas International Airport is a major U.S. airport in Charlotte, North Carolina, serving as a key domestic and international gateway and one of the busiest airports in the world.
-
D.
Dallas Love Field
Dallas Love Field is a major public airport located near downtown Dallas, Texas, serving primarily domestic flights and functioning as a key hub for Southwest Airlines.
-
E.
Tampa International Airport
Tampa International Airport is a major public airport serving the Tampa Bay area in Florida, known for its passenger-friendly design and extensive domestic and limited international flight connections.
- 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: Birmingham–Shuttlesworth International Airport Triple: [Birmingham, Alabama, hasAirport, Birmingham–Shuttlesworth International Airport]
Generated description
Birmingham–Shuttlesworth International Airport is the primary commercial airport serving the Birmingham metropolitan area and central Alabama, offering domestic flights and regional connections.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Birmingham–Shuttlesworth International Airport Target entity description: Birmingham–Shuttlesworth International Airport is the primary commercial airport serving the Birmingham metropolitan area and central Alabama, offering domestic flights and regional connections.
-
A.
Charles B. Wheeler Downtown Airport
Charles B. Wheeler Downtown Airport is a general aviation and corporate airport located near downtown Kansas City, Missouri, serving as one of the city's primary aviation facilities.
-
B.
Kansas City International Airport
Kansas City International Airport is a major public airport serving the Kansas City metropolitan area, offering domestic and limited international flights.
-
C.
Charlotte Douglas International Airport
Charlotte Douglas International Airport is a major U.S. airport in Charlotte, North Carolina, serving as a key domestic and international gateway and one of the busiest airports in the world.
-
D.
Dallas Love Field
Dallas Love Field is a major public airport located near downtown Dallas, Texas, serving primarily domestic flights and functioning as a key hub for Southwest Airlines.
-
E.
Tampa International Airport
Tampa International Airport is a major public airport serving the Tampa Bay area in Florida, known for its passenger-friendly design and extensive domestic and limited international flight connections.
- 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_69a2479dec388190967ba648663442c9 |
completed | Feb. 28, 2026, 1:40 a.m. |
| NER | Named-entity recognition | batch_69a2487838f881908ab8eda6c6ae53e4 |
completed | Feb. 28, 2026, 1:44 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a35b5f4ac88190bc12cc7cf7e5a090 |
completed | Feb. 28, 2026, 9:17 p.m. |
| NEDg | Description generation | batch_69a35c4fe9d88190be3dcb22c4cc587e |
completed | Feb. 28, 2026, 9:21 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69a35cb4f3488190b4bfc9df7c4dec97 |
completed | Feb. 28, 2026, 9:23 p.m. |
Created at: Feb. 28, 2026, 1:44 a.m.