Triple
T17845716
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Grayling, Michigan |
E445652
|
entity |
| Predicate | hasNearbyAirport |
P4363
|
FINISHED |
| Object |
Grayling Municipal Airport
Grayling Municipal Airport is a public-use airport serving general aviation needs for the city of Grayling and the surrounding area in northern Michigan.
|
E1293080
|
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: Grayling Municipal Airport | Statement: [Grayling, Michigan, hasNearbyAirport, Grayling Municipal Airport]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Grayling Municipal Airport Context triple: [Grayling, Michigan, hasNearbyAirport, Grayling Municipal Airport]
-
A.
Whitegrass Airport
Whitegrass Airport is the main domestic airport serving the island of Tanna in Vanuatu, providing regional air connections for residents and visitors.
-
B.
Craig Cove Airport
Craig Cove Airport is a small regional airfield serving the community on Ambrym Island in Vanuatu.
-
C.
Rockwood Municipal Airport
Rockwood Municipal Airport is a public general aviation airport serving the city of Rockwood and the surrounding region in eastern Tennessee.
-
D.
Mount Pleasant Municipal Airport
Mount Pleasant Municipal Airport is a public general-aviation airport serving the city of Mount Pleasant in central Michigan.
-
E.
Pleasant Valley Airport
Pleasant Valley Airport is a small public-use general aviation airfield serving the Peoria area in Maricopa County, Arizona.
- 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: Grayling Municipal Airport Triple: [Grayling, Michigan, hasNearbyAirport, Grayling Municipal Airport]
Generated description
Grayling Municipal Airport is a public-use airport serving general aviation needs for the city of Grayling and the surrounding area in northern Michigan.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Grayling Municipal Airport Target entity description: Grayling Municipal Airport is a public-use airport serving general aviation needs for the city of Grayling and the surrounding area in northern Michigan.
-
A.
Whitegrass Airport
Whitegrass Airport is the main domestic airport serving the island of Tanna in Vanuatu, providing regional air connections for residents and visitors.
-
B.
Craig Cove Airport
Craig Cove Airport is a small regional airfield serving the community on Ambrym Island in Vanuatu.
-
C.
Rockwood Municipal Airport
Rockwood Municipal Airport is a public general aviation airport serving the city of Rockwood and the surrounding region in eastern Tennessee.
-
D.
Mount Pleasant Municipal Airport
Mount Pleasant Municipal Airport is a public general-aviation airport serving the city of Mount Pleasant in central Michigan.
-
E.
Pleasant Valley Airport
Pleasant Valley Airport is a small public-use general aviation airfield serving the Peoria area in Maricopa County, Arizona.
- 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_69d8b9f26f18819089c9e43250bee6ae |
completed | April 10, 2026, 8:50 a.m. |
| NER | Named-entity recognition | batch_69e48ffa4c648190a88a4b0733493d91 |
completed | April 19, 2026, 8:19 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0313c8942c8190bbe08068e4beced7 |
completed | May 12, 2026, 11:49 a.m. |
| NEDg | Description generation | batch_6a031493fcb881909f0840d6a3a4ce92 |
completed | May 12, 2026, 11:52 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a031599f7e0819097f0b9fe890d8731 |
completed | May 12, 2026, 11:57 a.m. |
Created at: April 10, 2026, 10:16 a.m.