Triple
T4656851
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Muscle Shoals, Alabama |
E102429
|
entity |
| Predicate | hasAirport |
P105
|
FINISHED |
| Object |
Northwest Alabama Regional Airport
Northwest Alabama Regional Airport is a public airport serving the Muscle Shoals area and surrounding communities in northwest Alabama, providing commercial and general aviation services.
|
E462694
|
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: Northwest Alabama Regional Airport | Statement: [Muscle Shoals, Alabama, hasAirport, Northwest Alabama Regional Airport]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Northwest Alabama Regional Airport Context triple: [Muscle Shoals, Alabama, hasAirport, Northwest Alabama Regional Airport]
-
A.
Tuscaloosa National Airport
Tuscaloosa National Airport is a public airport serving the city of Tuscaloosa, Alabama, providing regional air transportation and general aviation services.
-
B.
Auburn University Regional Airport
Auburn University Regional Airport is a public airport serving the city of Auburn and the surrounding region in eastern Alabama, supporting general aviation and university-related air traffic.
-
C.
Huntsville International Airport
Huntsville International Airport is a public airport serving the Huntsville metropolitan area in northern Alabama, known for its commercial flights and cargo operations.
-
D.
Montgomery Regional Airport
Montgomery Regional Airport is a public airport serving commercial and general aviation traffic for the city of Montgomery and the surrounding region in Alabama.
-
E.
Barkley Regional Airport
Barkley Regional Airport is a public airport serving the city of Paducah and the surrounding western Kentucky region with commercial and general aviation 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: Northwest Alabama Regional Airport Triple: [Muscle Shoals, Alabama, hasAirport, Northwest Alabama Regional Airport]
Generated description
Northwest Alabama Regional Airport is a public airport serving the Muscle Shoals area and surrounding communities in northwest Alabama, providing commercial and general aviation services.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Northwest Alabama Regional Airport Target entity description: Northwest Alabama Regional Airport is a public airport serving the Muscle Shoals area and surrounding communities in northwest Alabama, providing commercial and general aviation services.
-
A.
Tuscaloosa National Airport
Tuscaloosa National Airport is a public airport serving the city of Tuscaloosa, Alabama, providing regional air transportation and general aviation services.
-
B.
Auburn University Regional Airport
Auburn University Regional Airport is a public airport serving the city of Auburn and the surrounding region in eastern Alabama, supporting general aviation and university-related air traffic.
-
C.
Huntsville International Airport
Huntsville International Airport is a public airport serving the Huntsville metropolitan area in northern Alabama, known for its commercial flights and cargo operations.
-
D.
Montgomery Regional Airport
Montgomery Regional Airport is a public airport serving commercial and general aviation traffic for the city of Montgomery and the surrounding region in Alabama.
-
E.
Barkley Regional Airport
Barkley Regional Airport is a public airport serving the city of Paducah and the surrounding western Kentucky region with commercial and general aviation services.
- 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_69bd43d823288190952279faa0d1d066 |
completed | March 20, 2026, 12:55 p.m. |
| NER | Named-entity recognition | batch_69bd631a855c81909773737fd238a14d |
completed | March 20, 2026, 3:09 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be0378825881908fe3214f60be579e |
completed | March 21, 2026, 2:33 a.m. |
| NEDg | Description generation | batch_69be04c5549c819087204ac7e2e0e8ea |
completed | March 21, 2026, 2:39 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69be05970dcc8190a86771d09f27d9f2 |
completed | March 21, 2026, 2:42 a.m. |
Created at: March 20, 2026, 1:14 p.m.