Triple
T8437898
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kutztown, Pennsylvania |
E199273
|
entity |
| Predicate | hasNearbyAirport |
P4363
|
FINISHED |
| Object |
Lehigh Valley International Airport
Lehigh Valley International Airport is a regional commercial airport serving the Lehigh Valley area of eastern Pennsylvania, including cities such as Allentown, Bethlehem, and Easton.
|
E733391
|
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: Lehigh Valley International Airport | Statement: [Kutztown, Pennsylvania, hasNearbyAirport, Lehigh Valley International Airport]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lehigh Valley International Airport Context triple: [Kutztown, Pennsylvania, hasNearbyAirport, Lehigh Valley International Airport]
-
A.
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.
-
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.
Northeast Philadelphia Airport
Northeast Philadelphia Airport is a public general aviation airport serving the northeastern section of Philadelphia, Pennsylvania, and relieving traffic from the city's main international airport.
-
D.
Trenton–Mercer Airport
Trenton–Mercer Airport is a public airport in Ewing Township, New Jersey, serving the Trenton area with primarily regional and limited commercial flights.
-
E.
Atlantic City International Airport
Atlantic City International Airport is a public airport in Egg Harbor Township, New Jersey, serving the Atlantic City region with commercial flights and housing a major U.S. Coast Guard air station.
- 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: Lehigh Valley International Airport Triple: [Kutztown, Pennsylvania, hasNearbyAirport, Lehigh Valley International Airport]
Generated description
Lehigh Valley International Airport is a regional commercial airport serving the Lehigh Valley area of eastern Pennsylvania, including cities such as Allentown, Bethlehem, and Easton.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Lehigh Valley International Airport Target entity description: Lehigh Valley International Airport is a regional commercial airport serving the Lehigh Valley area of eastern Pennsylvania, including cities such as Allentown, Bethlehem, and Easton.
-
A.
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.
-
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.
Northeast Philadelphia Airport
Northeast Philadelphia Airport is a public general aviation airport serving the northeastern section of Philadelphia, Pennsylvania, and relieving traffic from the city's main international airport.
-
D.
Trenton–Mercer Airport
Trenton–Mercer Airport is a public airport in Ewing Township, New Jersey, serving the Trenton area with primarily regional and limited commercial flights.
-
E.
Atlantic City International Airport
Atlantic City International Airport is a public airport in Egg Harbor Township, New Jersey, serving the Atlantic City region with commercial flights and housing a major U.S. Coast Guard air station.
- 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_69ca8314cd6c8190a6b8c2a1096e18f3 |
completed | March 30, 2026, 2:05 p.m. |
| NER | Named-entity recognition | batch_69cbe13446788190ad52a4fd6e8b498a |
completed | March 31, 2026, 2:59 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ce1d87403c8190b979af4979e43517 |
completed | April 2, 2026, 7:40 a.m. |
| NEDg | Description generation | batch_69ce1f12e1a081909d28b06c520353ef |
completed | April 2, 2026, 7:47 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ce1fb498448190a2737b8895f6bb48 |
completed | April 2, 2026, 7:50 a.m. |
Created at: March 30, 2026, 6:08 p.m.