Triple
T7259582
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Palm Springs International Airport |
E159614
|
entity |
| Predicate | serves |
P98
|
FINISHED |
| Object | Palm Springs, California |
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: Palm Springs, California | Statement: [Palm Springs International Airport, serves, Palm Springs, California]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Palm Springs, California Context triple: [Palm Springs International Airport, serves, Palm Springs, California]
-
A.
Palm Springs
Palm Springs is a desert resort city in Southern California known for its mid-century modern architecture, hot springs, golf courses, and tourism.
-
B.
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.
-
C.
Palm Desert
Palm Desert is a resort city in Southern California known for its golf courses, upscale shopping, and desert landscapes.
-
D.
Rancho Mirage
Rancho Mirage is an affluent resort city in Southern California known for its golf courses, luxury hotels, and desert climate.
-
E.
Coachella, California
Coachella, California is a city in Riverside County’s Coachella Valley, best known for its agricultural roots and proximity to the famous Coachella Valley Music and Arts Festival held in the nearby city of Indio.
- 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_69c7eed1b5a48190875e9e0bfdc80ae4 |
completed | March 28, 2026, 3:08 p.m. |
Created at: March 27, 2026, 2:57 p.m.