Triple
T7259584
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Palm Springs International Airport |
E159614
|
entity |
| Predicate | serves |
P98
|
FINISHED |
| Object | Greater Palm Springs area |
E73473
|
NE FINISHED |
How this triple was built (2 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: Greater Palm Springs area | Statement: [Palm Springs International Airport, serves, Greater Palm Springs area]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Greater Palm Springs area Context triple: [Palm Springs International Airport, serves, Greater Palm Springs area]
-
A.
Palm Desert
Palm Desert is a resort city in Southern California known for its golf courses, upscale shopping, and desert landscapes.
-
B.
Rancho Mirage
Rancho Mirage is an affluent resort city in Southern California known for its golf courses, luxury hotels, and desert climate.
-
C.
Ventura metropolitan area
The Ventura metropolitan area is a Southern California coastal region centered around the city of Ventura, encompassing surrounding communities and serving as a hub for local commerce, tourism, and residential life.
-
D.
Palm Springs, California, United States
chosen
Palm Springs, California, United States is a desert resort city in the Coachella Valley known for its mid-century modern architecture, hot springs, golf courses, and status as a popular getaway for Hollywood celebrities.
-
E.
Santa Barbara metropolitan area
The Santa Barbara metropolitan area is a coastal urban region in Southern California centered on the city of Santa Barbara and its surrounding communities, known for its Mediterranean climate, beaches, and affluent residential areas.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69c68838f9948190875fd60b2351230c |
completed | March 27, 2026, 1:38 p.m. |
| NER | Named-entity recognition | batch_69c6eac5311c819094fc6880f3152813 |
completed | March 27, 2026, 8:38 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c7d3bda4808190810f2d170cb693b9 |
completed | March 28, 2026, 1:12 p.m. |
Created at: March 27, 2026, 2:57 p.m.