Triple

T4528948
Position Surface form Disambiguated ID Type / Status
Subject Bullhead City, Arizona E106246 entity
Predicate locatedInRegion P40 FINISHED
Object northwestern Arizona
Northwestern Arizona is a region of the state characterized by its desert landscapes along the Colorado River, including communities such as Bullhead City and proximity to Nevada and the Grand Canyon.
 E449304 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: northwestern Arizona | Statement: [Bullhead City, Arizona, locatedInRegion, northwestern Arizona]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: northwestern Arizona
Context triple: [Bullhead City, Arizona, locatedInRegion, northwestern Arizona]
  • A. northern Arizona
    Northern Arizona is a high-desert and canyon-filled region of the U.S. state of Arizona, known for its dramatic landscapes including parts of the Grand Canyon, vast plateaus, and colorful badlands.
  • B. Southwest Arizona
    Southwest Arizona is a desert region of the U.S. state of Arizona known for its hot, arid climate, border communities, and proximity to the Colorado River and Mexico.
  • C. north-central Arizona
    North-central Arizona is a high-desert region of the U.S. state of Arizona known for its pine forests, mountainous terrain, and historic towns such as Prescott and Flagstaff.
  • D. southeastern Arizona
    Southeastern Arizona is a region of the U.S. state of Arizona known for its desert landscapes, mountain ranges, and proximity to the U.S.–Mexico border.
  • E. Southern Arizona
    Southern Arizona is a desert region of the U.S. state of Arizona known for its warm climate, Sonoran Desert landscapes, and major urban center Tucson.
  • 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: northwestern Arizona
Triple: [Bullhead City, Arizona, locatedInRegion, northwestern Arizona]
Generated description
Northwestern Arizona is a region of the state characterized by its desert landscapes along the Colorado River, including communities such as Bullhead City and proximity to Nevada and the Grand Canyon.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: northwestern Arizona
Target entity description: Northwestern Arizona is a region of the state characterized by its desert landscapes along the Colorado River, including communities such as Bullhead City and proximity to Nevada and the Grand Canyon.
  • A. northern Arizona
    Northern Arizona is a high-desert and canyon-filled region of the U.S. state of Arizona, known for its dramatic landscapes including parts of the Grand Canyon, vast plateaus, and colorful badlands.
  • B. Southwest Arizona
    Southwest Arizona is a desert region of the U.S. state of Arizona known for its hot, arid climate, border communities, and proximity to the Colorado River and Mexico.
  • C. north-central Arizona
    North-central Arizona is a high-desert region of the U.S. state of Arizona known for its pine forests, mountainous terrain, and historic towns such as Prescott and Flagstaff.
  • D. southeastern Arizona
    Southeastern Arizona is a region of the U.S. state of Arizona known for its desert landscapes, mountain ranges, and proximity to the U.S.–Mexico border.
  • E. Southern Arizona
    Southern Arizona is a desert region of the U.S. state of Arizona known for its warm climate, Sonoran Desert landscapes, and major urban center Tucson.
  • 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_69bd43f3d6e08190a91824f833d51bbe completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd5779593081908593537b9239e01b completed March 20, 2026, 2:19 p.m.
NED1 Entity disambiguation (via context triple) batch_69bda45eadd0819093429e14c88a161d completed March 20, 2026, 7:47 p.m.
NEDg Description generation batch_69bda4e4f5a081908892c4363b3a4989 completed March 20, 2026, 7:49 p.m.
NED2 Entity disambiguation (via description) batch_69bda556d4188190a00d6e6259139c10 completed March 20, 2026, 7:51 p.m.
Created at: March 20, 2026, 1:03 p.m.