Triple
T553773
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Petoskey, Michigan |
E11897
|
entity |
| Predicate | hasLocalAirport |
P4363
|
FINISHED |
| Object |
Harbor Springs Municipal Airport (nearby general aviation)
Harbor Springs Municipal Airport is a small public general aviation airport serving the Harbor Springs–Petoskey area in northern Michigan.
|
E69378
|
NE FINISHED |
How this triple was built (5 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: Harbor Springs Municipal Airport (nearby general aviation) | Statement: [Petoskey, Michigan, hasLocalAirport, Harbor Springs Municipal Airport (nearby general aviation)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Harbor Springs Municipal Airport (nearby general aviation) Context triple: [Petoskey, Michigan, hasLocalAirport, Harbor Springs Municipal Airport (nearby general aviation)]
-
A.
Muskegon County Airport
Muskegon County Airport is a public regional airport serving commercial and general aviation needs for the Muskegon, Michigan area.
-
B.
Mills Field Municipal Airport
Mills Field Municipal Airport was the original name of what is now San Francisco International Airport, one of the major air travel hubs in the United States.
-
C.
Mercer County Airport
Mercer County Airport is a public airport serving the Bluefield, West Virginia area, providing regional air transportation for Mercer County and surrounding communities.
-
D.
Auburn/Lewiston Municipal Airport
Auburn/Lewiston Municipal Airport is a public airport serving the twin cities of Auburn and Lewiston in Androscoggin County, Maine, providing general aviation and regional air services.
-
E.
Martin State Airport
Martin State Airport is a public airport and joint civil-military aviation facility located near Baltimore, Maryland.
- 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: Harbor Springs Municipal Airport (nearby general aviation) Triple: [Petoskey, Michigan, hasLocalAirport, Harbor Springs Municipal Airport (nearby general aviation)]
Generated description
Harbor Springs Municipal Airport is a small public general aviation airport serving the Harbor Springs–Petoskey area in northern Michigan.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Harbor Springs Municipal Airport (nearby general aviation) Target entity description: Harbor Springs Municipal Airport is a small public general aviation airport serving the Harbor Springs–Petoskey area in northern Michigan.
-
A.
Muskegon County Airport
Muskegon County Airport is a public regional airport serving commercial and general aviation needs for the Muskegon, Michigan area.
-
B.
Mills Field Municipal Airport
Mills Field Municipal Airport was the original name of what is now San Francisco International Airport, one of the major air travel hubs in the United States.
-
C.
Mercer County Airport
Mercer County Airport is a public airport serving the Bluefield, West Virginia area, providing regional air transportation for Mercer County and surrounding communities.
-
D.
Auburn/Lewiston Municipal Airport
Auburn/Lewiston Municipal Airport is a public airport serving the twin cities of Auburn and Lewiston in Androscoggin County, Maine, providing general aviation and regional air services.
-
E.
Martin State Airport
Martin State Airport is a public airport and joint civil-military aviation facility located near Baltimore, Maryland.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasLocalAirport Context triple: [Petoskey, Michigan, hasLocalAirport, Harbor Springs Municipal Airport (nearby general aviation)]
-
A.
hasInternationalAirport
Indicates that a place possesses an airport that handles international flights and services cross-border air traffic.
-
B.
hasMajorAirport
Indicates that a location possesses at least one significant airport that serves as a primary hub for air travel in that area.
-
C.
airportLocatedIn
Indicates that an airport is geographically situated within a specific administrative or territorial area.
-
D.
airportServed
chosen
Indicates that a particular airport provides service to, or is used for air travel to and from, a given location or area.
-
E.
hubAirport
Indicates that an airport serves as a primary hub or central operating base for a particular airline or carrier.
- F. None of above.
Provenance (6 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_69a4932941d08190815efd422f0b4ca7 |
completed | March 1, 2026, 7:27 p.m. |
| NER | Named-entity recognition | batch_69a4991c524481908b2bb88c4feabec6 |
completed | March 1, 2026, 7:53 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a4e3f90058819081167bac387f8023 |
completed | March 2, 2026, 1:12 a.m. |
| NEDg | Description generation | batch_69a4e497da648190b9e07fe94488be0d |
completed | March 2, 2026, 1:15 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a4e525eb18819083018d392ba4b2fa |
completed | March 2, 2026, 1:17 a.m. |
| PD | Predicate disambiguation | batch_69a494bc1f8c8190904356f3a8e801de |
completed | March 1, 2026, 7:34 p.m. |
Created at: March 1, 2026, 7:32 p.m.