Triple
T8518203
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ames, Iowa |
E201628
|
entity |
| Predicate | hasAirport |
P105
|
FINISHED |
| Object |
Ames Municipal Airport
Ames Municipal Airport is a public airport serving the city of Ames in central Iowa, primarily accommodating general aviation and regional air traffic.
|
E739567
|
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: Ames Municipal Airport | Statement: [Ames, Iowa, hasAirport, Ames Municipal Airport]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ames Municipal Airport Context triple: [Ames, Iowa, hasAirport, Ames Municipal Airport]
-
A.
Ellis Municipal Airport
Ellis Municipal Airport is a small public-use airfield serving general aviation needs for the community of Ellis in western Kansas.
-
B.
Aurora Municipal Airport
Aurora Municipal Airport is a public general aviation airport serving the Aurora and western Chicago metropolitan area in Illinois.
-
C.
Weir Cook Municipal Airport
Weir Cook Municipal Airport was the original name of what is now Indianapolis International Airport, serving as the primary airfield for Indianapolis, Indiana, in the early to mid-20th century.
-
D.
Orchard Field Airport
Orchard Field Airport was the original name of what is now Chicago’s O’Hare International Airport, one of the world’s busiest aviation hubs.
-
E.
W. K. Kellogg Airport
W. K. Kellogg Airport is a public aviation facility in Battle Creek, Michigan, known for general aviation, airshows, and aviation training activities.
- 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: Ames Municipal Airport Triple: [Ames, Iowa, hasAirport, Ames Municipal Airport]
Generated description
Ames Municipal Airport is a public airport serving the city of Ames in central Iowa, primarily accommodating general aviation and regional air traffic.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ames Municipal Airport Target entity description: Ames Municipal Airport is a public airport serving the city of Ames in central Iowa, primarily accommodating general aviation and regional air traffic.
-
A.
Ellis Municipal Airport
Ellis Municipal Airport is a small public-use airfield serving general aviation needs for the community of Ellis in western Kansas.
-
B.
Aurora Municipal Airport
Aurora Municipal Airport is a public general aviation airport serving the Aurora and western Chicago metropolitan area in Illinois.
-
C.
Weir Cook Municipal Airport
Weir Cook Municipal Airport was the original name of what is now Indianapolis International Airport, serving as the primary airfield for Indianapolis, Indiana, in the early to mid-20th century.
-
D.
Orchard Field Airport
Orchard Field Airport was the original name of what is now Chicago’s O’Hare International Airport, one of the world’s busiest aviation hubs.
-
E.
W. K. Kellogg Airport
W. K. Kellogg Airport is a public aviation facility in Battle Creek, Michigan, known for general aviation, airshows, and aviation training activities.
- 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_69ca8321bb44819081b74df0b710276d |
completed | March 30, 2026, 2:05 p.m. |
| NER | Named-entity recognition | batch_69cbe626787c819087e72dd76b2d9310 |
completed | March 31, 2026, 3:20 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ce4e6c93d081909da2a748b0fa6fd3 |
completed | April 2, 2026, 11:09 a.m. |
| NEDg | Description generation | batch_69ce4ffc30e08190b71e941d63d56015 |
completed | April 2, 2026, 11:16 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ce54dc664081908ff63ec7f92834d7 |
completed | April 2, 2026, 11:37 a.m. |
Created at: March 30, 2026, 6:16 p.m.