Triple

T16415418
Position Surface form Disambiguated ID Type / Status
Subject Tohono O'odham Nation Reservation E398670 entity
Predicate hasTransportationInfrastructure P385 FINISHED
Object State Route 86 (Arizona)
State Route 86 (Arizona) is a major east–west highway in southern Arizona that connects Tucson to communities on the Tohono O'odham Nation and serves as a key route toward the U.S.–Mexico border region.
E1211359 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: State Route 86 (Arizona) | Statement: [Tohono O'odham Nation Reservation, hasTransportationInfrastructure, State Route 86 (Arizona)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: State Route 86 (Arizona)
Context triple: [Tohono O'odham Nation Reservation, hasTransportationInfrastructure, State Route 86 (Arizona)]
  • 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 68
    Arizona State Route 68 is a state highway in northwestern Arizona that connects Bullhead City near the Colorado River to U.S. Route 93 near Kingman, serving as a key east–west corridor through the Mojave Desert.
  • D. 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.
  • E. 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.
  • 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: State Route 86 (Arizona)
Triple: [Tohono O'odham Nation Reservation, hasTransportationInfrastructure, State Route 86 (Arizona)]
Generated description
State Route 86 (Arizona) is a major east–west highway in southern Arizona that connects Tucson to communities on the Tohono O'odham Nation and serves as a key route toward the U.S.–Mexico border region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: State Route 86 (Arizona)
Target entity description: State Route 86 (Arizona) is a major east–west highway in southern Arizona that connects Tucson to communities on the Tohono O'odham Nation and serves as a key route toward the U.S.–Mexico border region.
  • 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 68
    Arizona State Route 68 is a state highway in northwestern Arizona that connects Bullhead City near the Colorado River to U.S. Route 93 near Kingman, serving as a key east–west corridor through the Mojave Desert.
  • D. 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.
  • E. 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.
  • 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_69d87f2b9024819085c20e52de95d583 completed April 10, 2026, 4:40 a.m.
NER Named-entity recognition batch_69e3287741008190856882b7f34024fc completed April 18, 2026, 6:45 a.m.
NED1 Entity disambiguation (via context triple) batch_6a003c6a89988190a44515f1ca08099f completed May 10, 2026, 8:06 a.m.
NEDg Description generation batch_6a003db7b0308190bc4b8065cf2c01ec completed May 10, 2026, 8:11 a.m.
NED2 Entity disambiguation (via description) batch_6a003e86a9f48190ae39ec170c776604 completed May 10, 2026, 8:15 a.m.
Created at: April 10, 2026, 5:09 a.m.