Triple
T3005554
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Highlands Ranch |
E81890
|
entity |
| Predicate | nearAirport |
P350
|
FINISHED |
| Object |
Centennial Airport
Centennial Airport is a busy general aviation and reliever airport serving the Denver metropolitan area in Colorado, United States.
|
E318580
|
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: Centennial Airport | Statement: [Highlands Ranch, nearAirport, Centennial Airport]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Centennial Airport Context triple: [Highlands Ranch, nearAirport, Centennial Airport]
-
A.
Stapleton International Airport
Stapleton International Airport was Denver’s former primary airport, operating from 1929 until its closure in 1995 when it was superseded by Denver International Airport.
-
B.
Denver International Airport
Denver International Airport is a major U.S. airport in Denver, Colorado, known for its extensive domestic and international connections and status as one of the busiest airline hubs in the world.
-
C.
Capital City Airport
Capital City Airport is a public airport serving Frankfort, the capital of the U.S. state of Kentucky.
-
D.
Billings Logan International Airport
Billings Logan International Airport is a public airport in Billings, Montana, serving as a regional aviation hub for commercial, cargo, and general aviation traffic in the northern Rocky Mountain area.
-
E.
Colorado Springs Airport
Colorado Springs Airport is a public airport in Colorado Springs, Colorado, serving as a regional hub for commercial, military, and general aviation traffic.
- 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: Centennial Airport Triple: [Highlands Ranch, nearAirport, Centennial Airport]
Generated description
Centennial Airport is a busy general aviation and reliever airport serving the Denver metropolitan area in Colorado, United States.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Centennial Airport Target entity description: Centennial Airport is a busy general aviation and reliever airport serving the Denver metropolitan area in Colorado, United States.
-
A.
Stapleton International Airport
Stapleton International Airport was Denver’s former primary airport, operating from 1929 until its closure in 1995 when it was superseded by Denver International Airport.
-
B.
Denver International Airport
Denver International Airport is a major U.S. airport in Denver, Colorado, known for its extensive domestic and international connections and status as one of the busiest airline hubs in the world.
-
C.
Capital City Airport
Capital City Airport is a public airport serving Frankfort, the capital of the U.S. state of Kentucky.
-
D.
Billings Logan International Airport
Billings Logan International Airport is a public airport in Billings, Montana, serving as a regional aviation hub for commercial, cargo, and general aviation traffic in the northern Rocky Mountain area.
-
E.
Colorado Springs Airport
Colorado Springs Airport is a public airport in Colorado Springs, Colorado, serving as a regional hub for commercial, military, and general aviation traffic.
- 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_69ad8b1c4de88190a83b7cefaa1f2842 |
completed | March 8, 2026, 2:43 p.m. |
| NER | Named-entity recognition | batch_69ad9a15ad9c81908255003bdb38d603 |
completed | March 8, 2026, 3:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b12e56bbd881909680248acca30557 |
completed | March 11, 2026, 8:56 a.m. |
| NEDg | Description generation | batch_69b12f07ec088190a63e30f8a1f7937a |
completed | March 11, 2026, 8:59 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b1cb6571388190970bae846bfc57a2 |
completed | March 11, 2026, 8:07 p.m. |
Created at: March 8, 2026, 3 p.m.