Triple
T1689058
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Yuma, Arizona |
E36508
|
entity |
| Predicate | hasAirport |
P105
|
FINISHED |
| Object |
Yuma International Airport
Yuma International Airport is a public airport in Yuma, Arizona, that serves as the region’s primary commercial air gateway and also shares facilities with a U.S. Marine Corps air station.
|
E216984
|
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: Yuma International Airport | Statement: [Yuma, Arizona, hasAirport, Yuma International Airport]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Yuma International Airport Context triple: [Yuma, Arizona, hasAirport, Yuma International Airport]
-
A.
Tucson International Airport
Tucson International Airport is a public airport serving as the primary commercial air gateway for Tucson and the surrounding southern Arizona region.
-
B.
El Paso International Airport
El Paso International Airport is a public airport serving as the primary commercial air gateway for the El Paso, Texas metropolitan area and surrounding region.
-
C.
Chandler Municipal Airport
Chandler Municipal Airport is a public general aviation airport serving the city of Chandler, Arizona, primarily accommodating private, corporate, and flight-training aircraft.
-
D.
Gerald R. Ford International Airport
Gerald R. Ford International Airport is the primary commercial airport serving the Grand Rapids metropolitan area and western Michigan.
-
E.
Imperial County Airport
Imperial County Airport is a public airport serving the Imperial County region of Southern California, providing commercial and general aviation services.
- 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: Yuma International Airport Triple: [Yuma, Arizona, hasAirport, Yuma International Airport]
Generated description
Yuma International Airport is a public airport in Yuma, Arizona, that serves as the region’s primary commercial air gateway and also shares facilities with a U.S. Marine Corps air station.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Yuma International Airport Target entity description: Yuma International Airport is a public airport in Yuma, Arizona, that serves as the region’s primary commercial air gateway and also shares facilities with a U.S. Marine Corps air station.
-
A.
Tucson International Airport
Tucson International Airport is a public airport serving as the primary commercial air gateway for Tucson and the surrounding southern Arizona region.
-
B.
El Paso International Airport
El Paso International Airport is a public airport serving as the primary commercial air gateway for the El Paso, Texas metropolitan area and surrounding region.
-
C.
Chandler Municipal Airport
Chandler Municipal Airport is a public general aviation airport serving the city of Chandler, Arizona, primarily accommodating private, corporate, and flight-training aircraft.
-
D.
Gerald R. Ford International Airport
Gerald R. Ford International Airport is the primary commercial airport serving the Grand Rapids metropolitan area and western Michigan.
-
E.
Imperial County Airport
Imperial County Airport is a public airport serving the Imperial County region of Southern California, providing commercial and general aviation services.
- 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_69a886151508819084fa7f1ce6e05577 |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69aa6296655c8190835ec0d20f7460ca |
completed | March 6, 2026, 5:13 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69adf3b7558c8190aa616de6db4ed94a |
completed | March 8, 2026, 10:09 p.m. |
| NEDg | Description generation | batch_69adf4159e848190800c814a99c8dc69 |
completed | March 8, 2026, 10:11 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69adf4bf73cc819098c1d10d405445eb |
completed | March 8, 2026, 10:14 p.m. |
Created at: March 4, 2026, 7:29 p.m.