Triple
T20242280
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Los Banos |
E498326
|
entity |
| Predicate | hasTransportation |
P105
|
FINISHED |
| Object |
Los Banos Municipal Airport
Los Banos Municipal Airport is a public general-aviation airport serving the city of Los Banos in California’s Central Valley.
|
E1419094
|
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: Los Banos Municipal Airport | Statement: [Los Banos, hasTransportation, Los Banos Municipal Airport]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Los Banos Municipal Airport Context triple: [Los Banos, hasTransportation, Los Banos Municipal Airport]
-
A.
Mercedita Airport
Mercedita Airport is a public airport in Ponce, Puerto Rico, serving as a regional hub for commercial and general aviation flights on the island’s southern coast.
-
B.
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.
-
C.
Madera Municipal Airport
Madera Municipal Airport is a public general aviation airport serving the Madera County region in California, United States.
-
D.
El Monte Airport
El Monte Airport is a public general aviation airport serving the city of El Monte in Los Angeles County, California.
-
E.
Portales Municipal Airport
Portales Municipal Airport is a public-use airport serving the city of Portales and the surrounding region in eastern New Mexico.
- 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: Los Banos Municipal Airport Triple: [Los Banos, hasTransportation, Los Banos Municipal Airport]
Generated description
Los Banos Municipal Airport is a public general-aviation airport serving the city of Los Banos in California’s Central Valley.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Los Banos Municipal Airport Target entity description: Los Banos Municipal Airport is a public general-aviation airport serving the city of Los Banos in California’s Central Valley.
-
A.
Mercedita Airport
Mercedita Airport is a public airport in Ponce, Puerto Rico, serving as a regional hub for commercial and general aviation flights on the island’s southern coast.
-
B.
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.
-
C.
Madera Municipal Airport
Madera Municipal Airport is a public general aviation airport serving the Madera County region in California, United States.
-
D.
El Monte Airport
El Monte Airport is a public general aviation airport serving the city of El Monte in Los Angeles County, California.
-
E.
Portales Municipal Airport
Portales Municipal Airport is a public-use airport serving the city of Portales and the surrounding region in eastern New Mexico.
- 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_69da6274c58c81909c646eabed6f4f30 |
completed | April 11, 2026, 3:02 p.m. |
| NER | Named-entity recognition | batch_69e6716f9d248190a145f6883827ebbe |
completed | April 20, 2026, 6:33 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a084b9607b48190bc9c68c4e9b8f9b8 |
completed | May 16, 2026, 10:48 a.m. |
| NEDg | Description generation | batch_6a084be2bcc88190b7d369c07da59c11 |
completed | May 16, 2026, 10:50 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a084c99487c81908dd132f118846f0c |
completed | May 16, 2026, 10:53 a.m. |
Created at: April 11, 2026, 11:40 p.m.