Triple
T4367350
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Chowchilla |
E98807
|
entity |
| Predicate | hasNearbyAirport |
P4363
|
FINISHED |
| Object |
Madera Municipal Airport
Madera Municipal Airport is a public general aviation airport serving the Madera County region in California, United States.
|
E433759
|
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: Madera Municipal Airport | Statement: [Chowchilla, hasNearbyAirport, Madera Municipal Airport]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Madera Municipal Airport Context triple: [Chowchilla, hasNearbyAirport, Madera Municipal Airport]
-
A.
Salinas Municipal Airport
Salinas Municipal Airport is a public airport serving the city of Salinas in Monterey County, California, primarily used for general aviation and regional air services.
-
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.
Visalia Municipal Airport
Visalia Municipal Airport is a public airport serving the city of Visalia and surrounding communities in California’s San Joaquin Valley, providing general aviation services and limited commercial operations.
-
D.
Riverside Municipal Airport
Riverside Municipal Airport is a public general aviation airport serving the city of Riverside, California, and the surrounding Inland Empire region.
-
E.
McClellan–Palomar Airport
McClellan–Palomar Airport is a public airport in Carlsbad, California, serving general aviation and regional air traffic in northern San Diego County.
- 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: Madera Municipal Airport Triple: [Chowchilla, hasNearbyAirport, Madera Municipal Airport]
Generated description
Madera Municipal Airport is a public general aviation airport serving the Madera County region in California, United States.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Madera Municipal Airport Target entity description: Madera Municipal Airport is a public general aviation airport serving the Madera County region in California, United States.
-
A.
Salinas Municipal Airport
Salinas Municipal Airport is a public airport serving the city of Salinas in Monterey County, California, primarily used for general aviation and regional air services.
-
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.
Visalia Municipal Airport
Visalia Municipal Airport is a public airport serving the city of Visalia and surrounding communities in California’s San Joaquin Valley, providing general aviation services and limited commercial operations.
-
D.
Riverside Municipal Airport
Riverside Municipal Airport is a public general aviation airport serving the city of Riverside, California, and the surrounding Inland Empire region.
-
E.
McClellan–Palomar Airport
McClellan–Palomar Airport is a public airport in Carlsbad, California, serving general aviation and regional air traffic in northern San Diego County.
- 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_69b3454db3708190aeafd814413c4c3d |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b35201be7081908808e81634060f95 |
completed | March 12, 2026, 11:53 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5dbcec90881908fe83c83119d99fe |
completed | March 14, 2026, 10:06 p.m. |
| NEDg | Description generation | batch_69b5dc3e4c488190a06421cdb3b168c3 |
completed | March 14, 2026, 10:07 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5e0432bfc8190b18bbe918de1f297 |
completed | March 14, 2026, 10:25 p.m. |
Created at: March 12, 2026, 11:17 p.m.