Triple
T9962281
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Johnstown, Pennsylvania |
E195596
|
entity |
| Predicate | hasTransportation |
P105
|
FINISHED |
| Object |
John Murtha Johnstown–Cambria County Airport
John Murtha Johnstown–Cambria County Airport is a regional public airport serving the Johnstown and Cambria County area in Pennsylvania, providing commercial and general aviation services.
|
E831984
|
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: John Murtha Johnstown–Cambria County Airport | Statement: [Johnstown, Pennsylvania, hasTransportation, John Murtha Johnstown–Cambria County Airport]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: John Murtha Johnstown–Cambria County Airport Context triple: [Johnstown, Pennsylvania, hasTransportation, John Murtha Johnstown–Cambria County Airport]
-
A.
Allegheny County Airport
Allegheny County Airport is a public airport serving the Pittsburgh, Pennsylvania area, primarily handling general aviation and acting as a reliever to Pittsburgh International Airport.
-
B.
Harrisburg International Airport
Harrisburg International Airport is a public airport serving the Harrisburg metropolitan area and central Pennsylvania with commercial passenger and cargo flights.
-
C.
McMurray, Pennsylvania
McMurray, Pennsylvania is a suburban community in the Pittsburgh metropolitan area known for its residential neighborhoods and location within Peters Township.
-
D.
Wilkes-Barre/Scranton International Airport
Wilkes-Barre/Scranton International Airport is a regional commercial airport in northeastern Pennsylvania serving the Wilkes-Barre and Scranton metropolitan area with passenger and cargo flights.
-
E.
Matamoras, Pennsylvania
Matamoras, Pennsylvania is a small borough located at the eastern tip of the state along the Delaware River, known as a residential community bordering New York and New Jersey.
- 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: John Murtha Johnstown–Cambria County Airport Triple: [Johnstown, Pennsylvania, hasTransportation, John Murtha Johnstown–Cambria County Airport]
Generated description
John Murtha Johnstown–Cambria County Airport is a regional public airport serving the Johnstown and Cambria County area in Pennsylvania, providing commercial and general aviation services.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: John Murtha Johnstown–Cambria County Airport Target entity description: John Murtha Johnstown–Cambria County Airport is a regional public airport serving the Johnstown and Cambria County area in Pennsylvania, providing commercial and general aviation services.
-
A.
Allegheny County Airport
Allegheny County Airport is a public airport serving the Pittsburgh, Pennsylvania area, primarily handling general aviation and acting as a reliever to Pittsburgh International Airport.
-
B.
Harrisburg International Airport
Harrisburg International Airport is a public airport serving the Harrisburg metropolitan area and central Pennsylvania with commercial passenger and cargo flights.
-
C.
McMurray, Pennsylvania
McMurray, Pennsylvania is a suburban community in the Pittsburgh metropolitan area known for its residential neighborhoods and location within Peters Township.
-
D.
Wilkes-Barre/Scranton International Airport
Wilkes-Barre/Scranton International Airport is a regional commercial airport in northeastern Pennsylvania serving the Wilkes-Barre and Scranton metropolitan area with passenger and cargo flights.
-
E.
Matamoras, Pennsylvania
Matamoras, Pennsylvania is a small borough located at the eastern tip of the state along the Delaware River, known as a residential community bordering New York and New Jersey.
- 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_69ca82ebd1288190912f9e4482d1fa35 |
completed | March 30, 2026, 2:04 p.m. |
| NER | Named-entity recognition | batch_69cdb6d37f0c8190946b958c399f3250 |
completed | April 2, 2026, 12:22 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d23d904bbc8190ac0b28600ed2e709 |
completed | April 5, 2026, 10:46 a.m. |
| NEDg | Description generation | batch_69d23fa1e3288190b755b3966178ad52 |
completed | April 5, 2026, 10:55 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d24077720c81909a43ff56627095a1 |
completed | April 5, 2026, 10:59 a.m. |
Created at: March 30, 2026, 8:47 p.m.