Triple
T8871011
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Shenandoah, Iowa |
E211153
|
entity |
| Predicate | hasNearbyAirport |
P4363
|
FINISHED |
| Object |
Shenandoah Municipal Airport
Shenandoah Municipal Airport is a public-use airport serving the city of Shenandoah and the surrounding region in southwestern Iowa.
|
E763409
|
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: Shenandoah Municipal Airport | Statement: [Shenandoah, Iowa, hasNearbyAirport, Shenandoah Municipal Airport]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Shenandoah Municipal Airport Context triple: [Shenandoah, Iowa, hasNearbyAirport, Shenandoah Municipal Airport]
-
A.
Culpeper Regional Airport
Culpeper Regional Airport is a public general aviation airport serving the Culpeper County area in northern Virginia.
-
B.
Westover Metropolitan Airport
Westover Metropolitan Airport is a public airport in western Massachusetts that serves civilian air traffic and shares facilities with the nearby Westover Air Reserve Base.
-
C.
Vinton Veterans Memorial Airport
Vinton Veterans Memorial Airport is a public-use airport serving the city of Vinton in Benton County, Iowa, primarily accommodating general aviation activities.
-
D.
Franklin County Regional Airport
Franklin County Regional Airport is a public-use airport serving general aviation needs in Franklin County, Pennsylvania.
-
E.
Chesapeake Regional Airport
Chesapeake Regional Airport is a public airport serving general aviation and regional air traffic for the city of Chesapeake and the surrounding Hampton Roads area in southeastern Virginia.
- 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: Shenandoah Municipal Airport Triple: [Shenandoah, Iowa, hasNearbyAirport, Shenandoah Municipal Airport]
Generated description
Shenandoah Municipal Airport is a public-use airport serving the city of Shenandoah and the surrounding region in southwestern Iowa.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Shenandoah Municipal Airport Target entity description: Shenandoah Municipal Airport is a public-use airport serving the city of Shenandoah and the surrounding region in southwestern Iowa.
-
A.
Culpeper Regional Airport
Culpeper Regional Airport is a public general aviation airport serving the Culpeper County area in northern Virginia.
-
B.
Westover Metropolitan Airport
Westover Metropolitan Airport is a public airport in western Massachusetts that serves civilian air traffic and shares facilities with the nearby Westover Air Reserve Base.
-
C.
Vinton Veterans Memorial Airport
Vinton Veterans Memorial Airport is a public-use airport serving the city of Vinton in Benton County, Iowa, primarily accommodating general aviation activities.
-
D.
Franklin County Regional Airport
Franklin County Regional Airport is a public-use airport serving general aviation needs in Franklin County, Pennsylvania.
-
E.
Chesapeake Regional Airport
Chesapeake Regional Airport is a public airport serving general aviation and regional air traffic for the city of Chesapeake and the surrounding Hampton Roads area in southeastern Virginia.
- 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_69ca838d3c7c8190a849566d5afd2b11 |
completed | March 30, 2026, 2:07 p.m. |
| NER | Named-entity recognition | batch_69cc6126d2f88190979ab25772ee657c |
completed | April 1, 2026, 12:04 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cfa0ea9f5c8190b5c32fb1fefdc68b |
completed | April 3, 2026, 11:13 a.m. |
| NEDg | Description generation | batch_69cfa191d7d0819085a6b9bf7fa56067 |
completed | April 3, 2026, 11:16 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cfa28b1d1c8190ab4a10ba8fa7259d |
completed | April 3, 2026, 11:20 a.m. |
Created at: March 30, 2026, 6:51 p.m.