Triple

T6212548
Position Surface form Disambiguated ID Type / Status
Subject Apache Junction, Arizona E138903 entity
Predicate hasMajorHighway P385 FINISHED
Object 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.
E575682 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: Arizona State Route 88 | Statement: [Apache Junction, Arizona, hasMajorHighway, Arizona State Route 88]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Arizona State Route 88
Context triple: [Apache Junction, Arizona, hasMajorHighway, Arizona State Route 88]
  • A. Arizona State Route 95
    Arizona State Route 95 is a north–south state highway in western Arizona that runs along the Colorado River, connecting communities such as Lake Havasu City and Bullhead City and serving as a major recreational and scenic corridor.
  • B. 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.
  • C. Arizona State Route 389
    Arizona State Route 389 is a state highway in northern Arizona that connects the communities near the Utah border, including the polygamous towns of Colorado City and Hilldale, and provides access to the Arizona Strip region.
  • D. Arizona State Route 51
    Arizona State Route 51 is a major north–south freeway in the Phoenix metropolitan area that connects central Phoenix with its northeastern suburbs.
  • E. Arizona State Route 7
    Arizona State Route 7 is a state highway in Arizona that provides regional access within the Navajo Nation, connecting remote communities and local agencies to the broader state road network.
  • 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: Arizona State Route 88
Triple: [Apache Junction, Arizona, hasMajorHighway, Arizona State Route 88]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Arizona State Route 88
Target entity description: 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.
  • A. Arizona State Route 95
    Arizona State Route 95 is a north–south state highway in western Arizona that runs along the Colorado River, connecting communities such as Lake Havasu City and Bullhead City and serving as a major recreational and scenic corridor.
  • B. 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.
  • C. Arizona State Route 389
    Arizona State Route 389 is a state highway in northern Arizona that connects the communities near the Utah border, including the polygamous towns of Colorado City and Hilldale, and provides access to the Arizona Strip region.
  • D. Arizona State Route 51
    Arizona State Route 51 is a major north–south freeway in the Phoenix metropolitan area that connects central Phoenix with its northeastern suburbs.
  • E. Arizona State Route 7
    Arizona State Route 7 is a state highway in Arizona that provides regional access within the Navajo Nation, connecting remote communities and local agencies to the broader state road network.
  • 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_69c008ada364819096c9e92c74d639b5 completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c0628c52ec8190b9c62c7fdc0aa83b completed March 22, 2026, 9:43 p.m.
NED1 Entity disambiguation (via context triple) batch_69c16f5cf41c8190b4efb1dc0a4a0e5e completed March 23, 2026, 4:50 p.m.
NEDg Description generation batch_69c1d54bffa881909edcd1342b8d8ce5 completed March 24, 2026, 12:05 a.m.
NED2 Entity disambiguation (via description) batch_69c1d7aec88081908bde0557888b5524 completed March 24, 2026, 12:15 a.m.
Created at: March 22, 2026, 4:21 p.m.