Triple

T21036021
Position Surface form Disambiguated ID Type / Status
Subject Santa Cruz County, Arizona E518190 entity
Predicate hasMajorHighway P385 FINISHED
Object Arizona State Route 82 NE NERFINISHED

How this triple was built (3 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: Arizona State Route 82 | Statement: [Santa Cruz County, Arizona, hasMajorHighway, Arizona State Route 82]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Arizona State Route 82
Context triple: [Santa Cruz County, Arizona, hasMajorHighway, Arizona State Route 82]
  • A. Arizona State Route 87
    Arizona State Route 87 is a major north–south highway in Arizona that connects the Phoenix metropolitan area with the Mogollon Rim, Payson, and northeastern parts of the state.
  • B. Arizona State Route 88
    Arizona State Route 88 is a scenic highway in central Arizona known for its winding path through the Superstition Mountains and access to recreational areas such as Canyon Lake and the Tonto National Forest.
  • C. Arizona State Route 85
    Arizona State Route 85 is a north–south state highway in Arizona that connects the U.S.–Mexico border at Lukeville with Interstate 10 near Phoenix, serving as a key route through the Sonoran Desert.
  • D. Arizona State Route 80
    Arizona State Route 80 is a state highway in southeastern Arizona that follows much of the historic route of U.S. Route 80, connecting communities such as Benson, Tombstone, Bisbee, and Douglas near the Mexican border.
  • E. Arizona State Route 89
    Arizona State Route 89 is a north–south state highway in Arizona that runs between Wickenburg and Flagstaff, passing through Prescott and serving as a scenic alternative to nearby interstates.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Arizona State Route 82
Target entity description: Arizona State Route 82 is a scenic state highway in southern Arizona that connects the communities of Nogales and Tombstone while passing through rural desert and grassland landscapes.
  • A. Arizona State Route 87
    Arizona State Route 87 is a major north–south highway in Arizona that connects the Phoenix metropolitan area with the Mogollon Rim, Payson, and northeastern parts of the state.
  • B. Arizona State Route 88
    Arizona State Route 88 is a scenic highway in central Arizona known for its winding path through the Superstition Mountains and access to recreational areas such as Canyon Lake and the Tonto National Forest.
  • C. Arizona State Route 85
    Arizona State Route 85 is a north–south state highway in Arizona that connects the U.S.–Mexico border at Lukeville with Interstate 10 near Phoenix, serving as a key route through the Sonoran Desert.
  • D. Arizona State Route 80
    Arizona State Route 80 is a state highway in southeastern Arizona that follows much of the historic route of U.S. Route 80, connecting communities such as Benson, Tombstone, Bisbee, and Douglas near the Mexican border.
  • E. Arizona State Route 89
    Arizona State Route 89 is a north–south state highway in Arizona that runs between Wickenburg and Flagstaff, passing through Prescott and serving as a scenic alternative to nearby interstates.
  • F. None of above. chosen

Provenance (2 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_69e0b503275c8190afd9a163f997c709 completed April 16, 2026, 10:08 a.m.
NER Named-entity recognition batch_69e6fc865ca88190abf336ee9012fa77 completed April 21, 2026, 4:26 a.m.
Created at: April 16, 2026, 2:02 p.m.