Triple

T12342094
Position Surface form Disambiguated ID Type / Status
Subject Phoenix parks system E294252 entity
Predicate hasPart P35 FINISHED
Object Sonoran Preserve
Sonoran Preserve is a large protected desert park in Phoenix, Arizona, known for its Sonoran Desert landscapes, extensive hiking trails, and diverse native wildlife.
E978860 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: Sonoran Preserve | Statement: [Phoenix parks system, hasPart, Sonoran Preserve]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Sonoran Preserve
Context triple: [Phoenix parks system, hasPart, Sonoran Preserve]
  • A. 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.
  • 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. San Pedro Riparian National Conservation Area
    San Pedro Riparian National Conservation Area is a protected stretch of the San Pedro River in southeastern Arizona known for its rich riparian habitat, biodiversity, and importance as a migratory bird corridor.
  • D. 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.
  • E. 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.
  • 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: Sonoran Preserve
Triple: [Phoenix parks system, hasPart, Sonoran Preserve]
Generated description
Sonoran Preserve is a large protected desert park in Phoenix, Arizona, known for its Sonoran Desert landscapes, extensive hiking trails, and diverse native wildlife.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Sonoran Preserve
Target entity description: Sonoran Preserve is a large protected desert park in Phoenix, Arizona, known for its Sonoran Desert landscapes, extensive hiking trails, and diverse native wildlife.
  • A. 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.
  • 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. San Pedro Riparian National Conservation Area
    San Pedro Riparian National Conservation Area is a protected stretch of the San Pedro River in southeastern Arizona known for its rich riparian habitat, biodiversity, and importance as a migratory bird corridor.
  • D. 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.
  • E. 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.
  • 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_69d6ab6ccbec8190b09e2d357aa80064 completed April 8, 2026, 7:24 p.m.
NER Named-entity recognition batch_69d93f78a970819086beec3e4da8c49e completed April 10, 2026, 6:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69f62aaa1d548190be065412aab70385 completed May 2, 2026, 4:47 p.m.
NEDg Description generation batch_69f62c55aacc8190a0544306825bdfab completed May 2, 2026, 4:54 p.m.
NED2 Entity disambiguation (via description) batch_69f62d51ab8081909c6f534051019dca completed May 2, 2026, 4:58 p.m.
Created at: April 8, 2026, 9:53 p.m.