Triple
T15293578
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Deming, New Mexico |
E365591
|
entity |
| Predicate | hasAirport |
P105
|
FINISHED |
| Object |
Deming Municipal Airport
Deming Municipal Airport is a public-use airport serving the city of Deming and the surrounding region in southwestern New Mexico.
|
E1159862
|
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: Deming Municipal Airport | Statement: [Deming, New Mexico, hasAirport, Deming Municipal Airport]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Deming Municipal Airport Context triple: [Deming, New Mexico, hasAirport, Deming Municipal Airport]
-
A.
Pangborn Memorial Airport
Pangborn Memorial Airport is a regional public airport serving the Wenatchee area in central Washington State, providing commercial and general aviation services.
-
B.
Lee C. Fine Memorial Airport
Lee C. Fine Memorial Airport is a public airport serving general aviation traffic for the Lake of the Ozarks region in central Missouri.
-
C.
Ada Municipal Airport
Ada Municipal Airport is a public-use airport serving general aviation needs for the city of Ada in Pontotoc County, Oklahoma.
-
D.
Lee Gilmer Memorial Airport
Lee Gilmer Memorial Airport is a public general aviation airport serving the city of Gainesville in Hall County, Georgia.
-
E.
Ralph Wien Memorial Airport
Ralph Wien Memorial Airport is a public airport serving the remote Arctic community of Kotzebue, Alaska, providing vital passenger, cargo, and regional transportation links.
- 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: Deming Municipal Airport Triple: [Deming, New Mexico, hasAirport, Deming Municipal Airport]
Generated description
Deming Municipal Airport is a public-use airport serving the city of Deming and the surrounding region in southwestern New Mexico.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Deming Municipal Airport Target entity description: Deming Municipal Airport is a public-use airport serving the city of Deming and the surrounding region in southwestern New Mexico.
-
A.
Pangborn Memorial Airport
Pangborn Memorial Airport is a regional public airport serving the Wenatchee area in central Washington State, providing commercial and general aviation services.
-
B.
Lee C. Fine Memorial Airport
Lee C. Fine Memorial Airport is a public airport serving general aviation traffic for the Lake of the Ozarks region in central Missouri.
-
C.
Ada Municipal Airport
Ada Municipal Airport is a public-use airport serving general aviation needs for the city of Ada in Pontotoc County, Oklahoma.
-
D.
Lee Gilmer Memorial Airport
Lee Gilmer Memorial Airport is a public general aviation airport serving the city of Gainesville in Hall County, Georgia.
-
E.
Ralph Wien Memorial Airport
Ralph Wien Memorial Airport is a public airport serving the remote Arctic community of Kotzebue, Alaska, providing vital passenger, cargo, and regional transportation links.
- 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_69d85a103d9081908c1ea6c4c73ac8e3 |
completed | April 10, 2026, 2:01 a.m. |
| NER | Named-entity recognition | batch_69e03682ea488190ac82fdbd0e855d34 |
completed | April 16, 2026, 1:08 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ff364bafd0819086b8aab1c216c6fa |
completed | May 9, 2026, 1:27 p.m. |
| NEDg | Description generation | batch_69ff36d249348190b9ad754cd8fdfd8b |
completed | May 9, 2026, 1:29 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ff37179708819097a2a34c9bf7a9a1 |
completed | May 9, 2026, 1:31 p.m. |
Created at: April 10, 2026, 3:15 a.m.