Triple

T848181
Position Surface form Disambiguated ID Type / Status
Subject Scottsdale, Arizona E18322 entity
Predicate hasAttraction P105 FINISHED
Object McDowell Sonoran Preserve
McDowell Sonoran Preserve is a large protected desert habitat and trail system in Scottsdale known for its Sonoran Desert scenery, hiking, and outdoor recreation.
E104405 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: McDowell Sonoran Preserve | Statement: [Scottsdale, Arizona, hasAttraction, McDowell Sonoran Preserve]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: McDowell Sonoran Preserve
Context triple: [Scottsdale, Arizona, hasAttraction, McDowell Sonoran Preserve]
  • A. Saguaro National Park
    Saguaro National Park is a U.S. national park near Tucson renowned for its vast stands of iconic giant saguaro cacti and Sonoran Desert landscapes.
  • B. Sonoran Desert National Monument
    Sonoran Desert National Monument is a federally protected area in Arizona that preserves a vast expanse of the Sonoran Desert’s unique desert ecosystems, wildlife, and cultural resources.
  • C. Organ Pipe Cactus National Monument
    Organ Pipe Cactus National Monument is a U.S. national monument in southern Arizona renowned for its pristine Sonoran Desert ecosystem and the largest concentration of organ pipe cacti in the country.
  • D. Anza-Borrego Desert State Park
    Anza-Borrego Desert State Park is California’s largest state park, renowned for its vast desert landscapes, spring wildflower blooms, and rugged badlands in the Colorado Desert.
  • E. Mojave National Preserve
    Mojave National Preserve is a vast protected area in southeastern California known for its dramatic desert landscapes, sand dunes, volcanic formations, Joshua tree forests, and diverse wildlife.
  • 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: McDowell Sonoran Preserve
Triple: [Scottsdale, Arizona, hasAttraction, McDowell Sonoran Preserve]
Generated description
McDowell Sonoran Preserve is a large protected desert habitat and trail system in Scottsdale known for its Sonoran Desert scenery, hiking, and outdoor recreation.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: McDowell Sonoran Preserve
Target entity description: McDowell Sonoran Preserve is a large protected desert habitat and trail system in Scottsdale known for its Sonoran Desert scenery, hiking, and outdoor recreation.
  • A. Saguaro National Park
    Saguaro National Park is a U.S. national park near Tucson renowned for its vast stands of iconic giant saguaro cacti and Sonoran Desert landscapes.
  • B. Sonoran Desert National Monument
    Sonoran Desert National Monument is a federally protected area in Arizona that preserves a vast expanse of the Sonoran Desert’s unique desert ecosystems, wildlife, and cultural resources.
  • C. Organ Pipe Cactus National Monument
    Organ Pipe Cactus National Monument is a U.S. national monument in southern Arizona renowned for its pristine Sonoran Desert ecosystem and the largest concentration of organ pipe cacti in the country.
  • D. Anza-Borrego Desert State Park
    Anza-Borrego Desert State Park is California’s largest state park, renowned for its vast desert landscapes, spring wildflower blooms, and rugged badlands in the Colorado Desert.
  • E. Mojave National Preserve
    Mojave National Preserve is a vast protected area in southeastern California known for its dramatic desert landscapes, sand dunes, volcanic formations, Joshua tree forests, and diverse wildlife.
  • 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_69a4938b04208190b82e1df6b572c548 completed March 1, 2026, 7:29 p.m.
NER Named-entity recognition batch_69a4ac1e41748190a21cd1ce5ebcb8ff completed March 1, 2026, 9:14 p.m.
NED1 Entity disambiguation (via context triple) batch_69a7b8472f188190b470893c76b20ccf completed March 4, 2026, 4:42 a.m.
NEDg Description generation batch_69a7bc1acf708190aa86cd5eca101966 completed March 4, 2026, 4:59 a.m.
NED2 Entity disambiguation (via description) batch_69a7bc96dd2881909310147292b99023 completed March 4, 2026, 5:01 a.m.
Created at: March 1, 2026, 7:38 p.m.