Triple
T1238403
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Riverside County |
E26599
|
entity |
| Predicate | hasMajorAirport |
P281
|
FINISHED |
| Object |
Palm Springs International Airport
Palm Springs International Airport is a public airport in Palm Springs, California, known for serving the Coachella Valley region with domestic and limited international flights.
|
E159614
|
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: Palm Springs International Airport | Statement: [Riverside County, hasMajorAirport, Palm Springs International Airport]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Palm Springs International Airport Context triple: [Riverside County, hasMajorAirport, Palm Springs International Airport]
-
A.
Gerald R. Ford International Airport
Gerald R. Ford International Airport is the primary commercial airport serving the Grand Rapids metropolitan area and western Michigan.
-
B.
San Diego International Airport
San Diego International Airport is a major commercial airport serving the San Diego metropolitan area and the surrounding Southern California region.
-
C.
John Wayne Airport
John Wayne Airport is a commercial and general aviation airport serving Orange County and the greater Southern California region, located in Santa Ana, California.
-
D.
Santa Monica Airport
Santa Monica Airport is a general aviation airport in Santa Monica, California, known for serving private and corporate aircraft and for its long-standing role in local aviation history.
-
E.
Palmdale Regional Airport
Palmdale Regional Airport is a public airport in Palmdale, California, known for hosting NASA’s SOFIA airborne observatory and other aerospace-related operations.
- 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: Palm Springs International Airport Triple: [Riverside County, hasMajorAirport, Palm Springs International Airport]
Generated description
Palm Springs International Airport is a public airport in Palm Springs, California, known for serving the Coachella Valley region with domestic and limited international flights.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Palm Springs International Airport Target entity description: Palm Springs International Airport is a public airport in Palm Springs, California, known for serving the Coachella Valley region with domestic and limited international flights.
-
A.
Gerald R. Ford International Airport
Gerald R. Ford International Airport is the primary commercial airport serving the Grand Rapids metropolitan area and western Michigan.
-
B.
San Diego International Airport
San Diego International Airport is a major commercial airport serving the San Diego metropolitan area and the surrounding Southern California region.
-
C.
John Wayne Airport
John Wayne Airport is a commercial and general aviation airport serving Orange County and the greater Southern California region, located in Santa Ana, California.
-
D.
Santa Monica Airport
Santa Monica Airport is a general aviation airport in Santa Monica, California, known for serving private and corporate aircraft and for its long-standing role in local aviation history.
-
E.
Palmdale Regional Airport
Palmdale Regional Airport is a public airport in Palmdale, California, known for hosting NASA’s SOFIA airborne observatory and other aerospace-related operations.
- 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_69a4948689d08190b3a4a3f388c02148 |
completed | March 1, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69a4bf406b988190a12aa26bbcb88d6a |
completed | March 1, 2026, 10:35 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69acde099eb88190ac354f3b4efb0965 |
completed | March 8, 2026, 2:25 a.m. |
| NEDg | Description generation | batch_69acde7990b4819082a1bcb50215d4f1 |
completed | March 8, 2026, 2:27 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69acdee2d71481908a735d5685693ca8 |
completed | March 8, 2026, 2:28 a.m. |
Created at: March 1, 2026, 7:47 p.m.