Triple
T22456906
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Paso Robles, California |
E555139
|
entity |
| Predicate | hasAirport |
P105
|
FINISHED |
| Object |
Paso Robles Municipal Airport
Paso Robles Municipal Airport is a public airport serving the city of Paso Robles in California’s Central Coast region, accommodating general aviation, business, and limited commercial operations.
|
E1538000
|
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: Paso Robles Municipal Airport | Statement: [Paso Robles, California, hasAirport, Paso Robles Municipal Airport]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Paso Robles Municipal Airport Context triple: [Paso Robles, California, hasAirport, Paso Robles Municipal Airport]
-
A.
Santa Paula Airport
Santa Paula Airport is a small, privately owned public-use general aviation airport serving the city of Santa Paula in Ventura County, California.
-
B.
Merced Regional Airport
Merced Regional Airport is a public airport in Merced, California, providing commercial and general aviation services to the surrounding region.
-
C.
San Luis Obispo County Regional Airport
San Luis Obispo County Regional Airport is a small commercial airport in California’s Central Coast region that provides regional flights and general aviation services to San Luis Obispo and nearby communities such as Pismo Beach.
-
D.
Madera Municipal Airport
Madera Municipal Airport is a public general aviation airport serving the Madera County region in California, United States.
-
E.
Santa Barbara Municipal Airport
Santa Barbara Municipal Airport is a regional public airport serving the city of Santa Barbara and surrounding areas on California’s central coast.
- 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: Paso Robles Municipal Airport Triple: [Paso Robles, California, hasAirport, Paso Robles Municipal Airport]
Generated description
Paso Robles Municipal Airport is a public airport serving the city of Paso Robles in California’s Central Coast region, accommodating general aviation, business, and limited commercial operations.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Paso Robles Municipal Airport Target entity description: Paso Robles Municipal Airport is a public airport serving the city of Paso Robles in California’s Central Coast region, accommodating general aviation, business, and limited commercial operations.
-
A.
Santa Paula Airport
Santa Paula Airport is a small, privately owned public-use general aviation airport serving the city of Santa Paula in Ventura County, California.
-
B.
Merced Regional Airport
Merced Regional Airport is a public airport in Merced, California, providing commercial and general aviation services to the surrounding region.
-
C.
San Luis Obispo County Regional Airport
San Luis Obispo County Regional Airport is a small commercial airport in California’s Central Coast region that provides regional flights and general aviation services to San Luis Obispo and nearby communities such as Pismo Beach.
-
D.
Madera Municipal Airport
Madera Municipal Airport is a public general aviation airport serving the Madera County region in California, United States.
-
E.
Santa Barbara Municipal Airport
Santa Barbara Municipal Airport is a regional public airport serving the city of Santa Barbara and surrounding areas on California’s central coast.
- 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_69e11e51fdec8190adfdf9f8a6362221 |
completed | April 16, 2026, 5:37 p.m. |
| NER | Named-entity recognition | batch_69f15b7c428c8190847a259eef969525 |
completed | April 29, 2026, 1:14 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0b0c7fc40081909f27eb081ac156f1 |
completed | May 18, 2026, 12:56 p.m. |
| NEDg | Description generation | batch_6a0b0ddb116c8190b19f9a01abb737e6 |
completed | May 18, 2026, 1:02 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0b0e4402e481909210c5feff3fcddf |
completed | May 18, 2026, 1:04 p.m. |
Created at: April 16, 2026, 8:48 p.m.