Triple
T2258812
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hamilton County, Ohio |
E49788
|
entity |
| Predicate | hasAirport |
P105
|
FINISHED |
| Object |
Cincinnati Municipal Lunken Airport
Cincinnati Municipal Lunken Airport is a public airport serving the Cincinnati, Ohio area, known primarily for general aviation, corporate, and charter flights.
|
E257731
|
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: Cincinnati Municipal Lunken Airport | Statement: [Hamilton County, Ohio, hasAirport, Cincinnati Municipal Lunken Airport]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cincinnati Municipal Lunken Airport Context triple: [Hamilton County, Ohio, hasAirport, Cincinnati Municipal Lunken Airport]
-
A.
Akron–Canton Airport
Akron–Canton Airport is a regional airport in northeastern Ohio serving the Akron and Canton metropolitan areas with commercial passenger flights.
-
B.
Akron Fulton International Airport
Akron Fulton International Airport is a public airport in Akron, Ohio, primarily serving general aviation and corporate aircraft rather than major commercial airline traffic.
-
C.
Cincinnati/Northern Kentucky International Airport
Cincinnati/Northern Kentucky International Airport is a major commercial airport serving the Greater Cincinnati metropolitan area and northern Kentucky, known for its extensive passenger and cargo operations.
-
D.
Rickenbacker International Airport
Rickenbacker International Airport is a cargo-focused public airport and military airfield serving the Columbus, Ohio metropolitan area.
-
E.
Foley Municipal Airport
Foley Municipal Airport is a public general aviation airport serving the city of Foley and surrounding areas in Baldwin County, Alabama.
- 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: Cincinnati Municipal Lunken Airport Triple: [Hamilton County, Ohio, hasAirport, Cincinnati Municipal Lunken Airport]
Generated description
Cincinnati Municipal Lunken Airport is a public airport serving the Cincinnati, Ohio area, known primarily for general aviation, corporate, and charter flights.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Cincinnati Municipal Lunken Airport Target entity description: Cincinnati Municipal Lunken Airport is a public airport serving the Cincinnati, Ohio area, known primarily for general aviation, corporate, and charter flights.
-
A.
Akron–Canton Airport
Akron–Canton Airport is a regional airport in northeastern Ohio serving the Akron and Canton metropolitan areas with commercial passenger flights.
-
B.
Akron Fulton International Airport
Akron Fulton International Airport is a public airport in Akron, Ohio, primarily serving general aviation and corporate aircraft rather than major commercial airline traffic.
-
C.
Cincinnati/Northern Kentucky International Airport
Cincinnati/Northern Kentucky International Airport is a major commercial airport serving the Greater Cincinnati metropolitan area and northern Kentucky, known for its extensive passenger and cargo operations.
-
D.
Rickenbacker International Airport
Rickenbacker International Airport is a cargo-focused public airport and military airfield serving the Columbus, Ohio metropolitan area.
-
E.
Foley Municipal Airport
Foley Municipal Airport is a public general aviation airport serving the city of Foley and surrounding areas in Baldwin County, Alabama.
- 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_69a88aaa9250819095e127d0d77e8a32 |
completed | March 4, 2026, 7:40 p.m. |
| NER | Named-entity recognition | batch_69abc15ad06c8190b6d0babc17015787 |
completed | March 7, 2026, 6:10 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae96021324819088eafcaf06f97455 |
completed | March 9, 2026, 9:42 a.m. |
| NEDg | Description generation | batch_69ae96d95c648190bca59f97c01e59fc |
completed | March 9, 2026, 9:46 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae974d062c819091459361f519ee3e |
completed | March 9, 2026, 9:47 a.m. |
Created at: March 4, 2026, 7:48 p.m.