Triple

T14550079
Position Surface form Disambiguated ID Type / Status
Subject Florence, Arizona E341391 entity
Predicate transportationRoute P11026 FINISHED
Object Arizona State Route 79
Arizona State Route 79 is a north–south state highway in central Arizona that serves as a major connector between the Phoenix metropolitan area and the town of Florence, following part of the historic U.S. Route 80 corridor.
 E1105374 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 79 | Statement: [Florence, Arizona, transportationRoute, Arizona State Route 79]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Arizona State Route 79
Context triple: [Florence, Arizona, transportationRoute, Arizona State Route 79]
  • A. Arizona State Route 77
    Arizona State Route 77 is a north–south state highway in Arizona that connects the Tucson area to communities on the Colorado Plateau, passing through several counties including Navajo County.
  • B. Arizona State Route 74
    Arizona State Route 74 is a state highway in central Arizona that serves as a key east–west connector between the Phoenix metropolitan area and U.S. Route 60 near Wickenburg.
  • C. 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.
  • D. Arizona State Route 72
    Arizona State Route 72 is a state highway in western Arizona that connects small desert communities and provides a link between U.S. Route 60 and Arizona State Route 95.
  • E. 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.
  • 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 79
Triple: [Florence, Arizona, transportationRoute, Arizona State Route 79]
Generated description
Arizona State Route 79 is a north–south state highway in central Arizona that serves as a major connector between the Phoenix metropolitan area and the town of Florence, following part of the historic U.S. Route 80 corridor.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Arizona State Route 79
Target entity description: Arizona State Route 79 is a north–south state highway in central Arizona that serves as a major connector between the Phoenix metropolitan area and the town of Florence, following part of the historic U.S. Route 80 corridor.
  • A. Arizona State Route 77
    Arizona State Route 77 is a north–south state highway in Arizona that connects the Tucson area to communities on the Colorado Plateau, passing through several counties including Navajo County.
  • B. Arizona State Route 74
    Arizona State Route 74 is a state highway in central Arizona that serves as a key east–west connector between the Phoenix metropolitan area and U.S. Route 60 near Wickenburg.
  • C. 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.
  • D. Arizona State Route 72
    Arizona State Route 72 is a state highway in western Arizona that connects small desert communities and provides a link between U.S. Route 60 and Arizona State Route 95.
  • E. 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.
  • 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_69d822db9c8481908213ceb39585f792 completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69deb2ed2b4c8190945bd26531c71f1f completed April 14, 2026, 9:34 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd7a6344b08190a3c1124c6dd7da96 completed May 8, 2026, 5:53 a.m.
NEDg Description generation batch_69fd7cede0548190a3712a773982300b completed May 8, 2026, 6:04 a.m.
NED2 Entity disambiguation (via description) batch_69fd7e915db88190af076e979207a458 completed May 8, 2026, 6:11 a.m.
Created at: April 10, 2026, 1:23 a.m.