Triple
T2777656
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Naples, Florida, United States |
E61611
|
entity |
| Predicate | transportHub |
P726
|
FINISHED |
| Object |
Naples Municipal Airport
Naples Municipal Airport is a public airport serving general aviation and regional air traffic for the city of Naples on Florida’s Gulf Coast.
|
E296406
|
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: Naples Municipal Airport | Statement: [Naples, Florida, United States, transportHub, Naples Municipal Airport]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Naples Municipal Airport Context triple: [Naples, Florida, United States, transportHub, Naples Municipal Airport]
-
A.
Ciampino–G. B. Pastine International Airport
Ciampino–G. B. Pastine International Airport is one of Rome’s main airports, serving primarily low-cost and charter flights and located southeast of the city center.
-
B.
Naples International Airport
Naples International Airport is the main commercial airport serving the city of Naples and the surrounding Campania region in southern Italy.
-
C.
Macclenny Airport
Macclenny Airport is a small public-use general aviation airport serving the city of Macclenny and the surrounding area in Baker County, Florida.
-
D.
North Beach Airport
North Beach Airport was the original name of what is now LaGuardia Airport, a major commercial airport serving New York City.
-
E.
Rock Sound International Airport
Rock Sound International Airport is a public airport serving the Rock Sound area on the island of Eleuthera in the Bahamas, handling regional and domestic flights.
- 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: Naples Municipal Airport Triple: [Naples, Florida, United States, transportHub, Naples Municipal Airport]
Generated description
Naples Municipal Airport is a public airport serving general aviation and regional air traffic for the city of Naples on Florida’s Gulf Coast.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Naples Municipal Airport Target entity description: Naples Municipal Airport is a public airport serving general aviation and regional air traffic for the city of Naples on Florida’s Gulf Coast.
-
A.
Ciampino–G. B. Pastine International Airport
Ciampino–G. B. Pastine International Airport is one of Rome’s main airports, serving primarily low-cost and charter flights and located southeast of the city center.
-
B.
Naples International Airport
Naples International Airport is the main commercial airport serving the city of Naples and the surrounding Campania region in southern Italy.
-
C.
Macclenny Airport
Macclenny Airport is a small public-use general aviation airport serving the city of Macclenny and the surrounding area in Baker County, Florida.
-
D.
North Beach Airport
North Beach Airport was the original name of what is now LaGuardia Airport, a major commercial airport serving New York City.
-
E.
Rock Sound International Airport
Rock Sound International Airport is a public airport serving the Rock Sound area on the island of Eleuthera in the Bahamas, handling regional and domestic flights.
- 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_69ab4b7e43c48190997b8fc8fb1663ab |
completed | March 6, 2026, 9:47 p.m. |
| NER | Named-entity recognition | batch_69abdd82a864819082bd1181a16d5208 |
completed | March 7, 2026, 8:10 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69afc05adf908190bd16bbb6f8ea213a |
completed | March 10, 2026, 6:55 a.m. |
| NEDg | Description generation | batch_69afc0d32d5881908b80e0bfca5cd873 |
completed | March 10, 2026, 6:57 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69afc13548088190a2d5f48144c853a4 |
completed | March 10, 2026, 6:59 a.m. |
Created at: March 6, 2026, 9:57 p.m.