Triple

T12102
Position Surface form Disambiguated ID Type / Status
Subject Mojave Desert E246 entity
Predicate contains P35 FINISHED
Object Needles, California
Needles, California is a small city in San Bernardino County located along the Colorado River near the Arizona border, known for its desert climate and historic position on Route 66.
 E16572 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: Needles, California | Statement: [Mojave Desert, contains, Needles, California]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Needles, California
Context triple: [Mojave Desert, contains, Needles, California]
  • A. Lancaster, California
    Lancaster, California is a high-desert city in northern Los Angeles County known for its aerospace industry, solar energy projects, and annual poppy festival.
  • B. Baker, California
    Baker, California is a small desert town in San Bernardino County known as a roadside stop along Interstate 15 between Los Angeles and Las Vegas, featuring landmarks like the World’s Tallest Thermometer.
  • C. Northstar California
    Northstar California is a major ski and snowboard resort in the Lake Tahoe region, known for its extensive groomed terrain, family-friendly village, and upscale amenities.
  • D. Zzyzx, California
    Zzyzx, California is a remote former health spa site and unincorporated community in the Mojave Desert, best known for its unusual name and location near Soda Dry Lake along Interstate 15.
  • E. Barstow
    Barstow is a small city in Southern California known as a major transportation hub and gateway between Los Angeles, Las Vegas, and the Mojave Desert.
  • 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: Needles, California
Triple: [Mojave Desert, contains, Needles, California]
Generated description
Needles, California is a small city in San Bernardino County located along the Colorado River near the Arizona border, known for its desert climate and historic position on Route 66.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Needles, California
Target entity description: Needles, California is a small city in San Bernardino County located along the Colorado River near the Arizona border, known for its desert climate and historic position on Route 66.
  • A. Lancaster, California
    Lancaster, California is a high-desert city in northern Los Angeles County known for its aerospace industry, solar energy projects, and annual poppy festival.
  • B. Baker, California
    Baker, California is a small desert town in San Bernardino County known as a roadside stop along Interstate 15 between Los Angeles and Las Vegas, featuring landmarks like the World’s Tallest Thermometer.
  • C. Northstar California
    Northstar California is a major ski and snowboard resort in the Lake Tahoe region, known for its extensive groomed terrain, family-friendly village, and upscale amenities.
  • D. Zzyzx, California
    Zzyzx, California is a remote former health spa site and unincorporated community in the Mojave Desert, best known for its unusual name and location near Soda Dry Lake along Interstate 15.
  • E. Barstow
    Barstow is a small city in Southern California known as a major transportation hub and gateway between Los Angeles, Las Vegas, and the Mojave Desert.
  • 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_69a23d7ad88c8190bffe8ab091d86642 completed Feb. 28, 2026, 12:57 a.m.
NER Named-entity recognition batch_69a23ff415ec819082ba80ed3859b71e completed Feb. 28, 2026, 1:08 a.m.
NED1 Entity disambiguation (via context triple) batch_69a2b8599e2c8190a593f2c00e293f9d completed Feb. 28, 2026, 9:41 a.m.
NEDg Description generation batch_69a2b8df84248190b58a61076172509e completed Feb. 28, 2026, 9:43 a.m.
NED2 Entity disambiguation (via description) batch_69a2b946a3308190b70f29c73c87c124 completed Feb. 28, 2026, 9:45 a.m.
Created at: Feb. 28, 2026, 1:02 a.m.