Triple

T7607180
Position Surface form Disambiguated ID Type / Status
Subject Palm Desert E180135 entity
Predicate hasNeighboringCommunity P4647 FINISHED
Object Bermuda Dunes
Bermuda Dunes is an unincorporated desert community in Riverside County, California, known for its golf courses and proximity to Palm Springs in the Coachella Valley.
E676826 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: Bermuda Dunes | Statement: [Palm Desert, hasNeighboringCommunity, Bermuda Dunes]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bermuda Dunes
Context triple: [Palm Desert, hasNeighboringCommunity, Bermuda Dunes]
  • A. Oceano Dunes
    Oceano Dunes is a coastal dune area in California known for its extensive sand dunes, off-highway vehicle recreation, and unique coastal habitats.
  • B. Ma-le’l Dunes
    Ma-le’l Dunes is a protected coastal dune ecosystem in northern California known for its rare plants, dynamic sand formations, and opportunities for hiking and nature observation.
  • C. Hondsbossche Dunes
    Hondsbossche Dunes is a coastal dune and nature reserve area in the Netherlands created as part of a major coastal defense and land reclamation project along the North Sea.
  • D. Kelso Dunes
    Kelso Dunes are a vast field of towering sand dunes in California’s Mojave Desert, known for their dramatic landscapes and the rare “booming” sounds produced by shifting sand.
  • E. West Sands
    West Sands is a long, scenic beach near St Andrews on the east coast of Scotland, known for its wide sands, dunes, and appearance in the film "Chariots of Fire."
  • 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: Bermuda Dunes
Triple: [Palm Desert, hasNeighboringCommunity, Bermuda Dunes]
Generated description
Bermuda Dunes is an unincorporated desert community in Riverside County, California, known for its golf courses and proximity to Palm Springs in the Coachella Valley.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bermuda Dunes
Target entity description: Bermuda Dunes is an unincorporated desert community in Riverside County, California, known for its golf courses and proximity to Palm Springs in the Coachella Valley.
  • A. Oceano Dunes
    Oceano Dunes is a coastal dune area in California known for its extensive sand dunes, off-highway vehicle recreation, and unique coastal habitats.
  • B. Ma-le’l Dunes
    Ma-le’l Dunes is a protected coastal dune ecosystem in northern California known for its rare plants, dynamic sand formations, and opportunities for hiking and nature observation.
  • C. Hondsbossche Dunes
    Hondsbossche Dunes is a coastal dune and nature reserve area in the Netherlands created as part of a major coastal defense and land reclamation project along the North Sea.
  • D. Kelso Dunes
    Kelso Dunes are a vast field of towering sand dunes in California’s Mojave Desert, known for their dramatic landscapes and the rare “booming” sounds produced by shifting sand.
  • E. West Sands
    West Sands is a long, scenic beach near St Andrews on the east coast of Scotland, known for its wide sands, dunes, and appearance in the film "Chariots of Fire."
  • 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_69c69f3567008190ab01d2ca7b53584a completed March 27, 2026, 3:16 p.m.
NER Named-entity recognition batch_69c6f9fe10408190b1c12bb8f911cea8 completed March 27, 2026, 9:43 p.m.
NED1 Entity disambiguation (via context triple) batch_69c86857db14819086d5ebd825d30e77 completed March 28, 2026, 11:46 p.m.
NEDg Description generation batch_69c86a12e1f08190ab214f4e95e986db completed March 28, 2026, 11:53 p.m.
NED2 Entity disambiguation (via description) batch_69c86a5b6f188190aafbf2e9fcb8b972 completed March 28, 2026, 11:55 p.m.
Created at: March 27, 2026, 3:54 p.m.