Triple

T914255
Position Surface form Disambiguated ID Type / Status
Subject Fort Huachuca E19732 entity
Predicate locatedIn P40 FINISHED
Object 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.
E118384 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: southeastern Arizona | Statement: [Fort Huachuca, locatedIn, southeastern Arizona]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: southeastern Arizona
Context triple: [Fort Huachuca, locatedIn, southeastern Arizona]
  • A. southwestern United States
    The southwestern United States is a largely arid region encompassing parts of states like Arizona, New Mexico, Nevada, Utah, Colorado, and California, known for its deserts, canyons, and diverse indigenous and Hispanic cultural influences.
  • B. Sonoran–Mojave transition zone
    The Sonoran–Mojave transition zone is an ecologically rich region in the southwestern United States where the Sonoran and Mojave Deserts overlap, creating a unique blend of plant and animal communities from both desert ecosystems.
  • C. Sonora
    Sonora is a small historic city in California’s Sierra Nevada foothills known for its Gold Rush heritage and role as a regional hub for tourism and outdoor recreation.
  • D. Sonora
    Sonora is a large northwestern Mexican state bordering the United States, known for its desert landscapes, cattle ranching, and significant industrial and agricultural production.
  • E. Arizona Sun Corridor
    The Arizona Sun Corridor is a rapidly growing megaregion in south-central Arizona that encompasses major urban areas including Phoenix and Tucson, serving as a key economic and population hub of the American Southwest.
  • 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: southeastern Arizona
Triple: [Fort Huachuca, locatedIn, southeastern Arizona]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: southeastern Arizona
Target entity description: 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.
  • A. southwestern United States
    The southwestern United States is a largely arid region encompassing parts of states like Arizona, New Mexico, Nevada, Utah, Colorado, and California, known for its deserts, canyons, and diverse indigenous and Hispanic cultural influences.
  • B. Sonoran–Mojave transition zone
    The Sonoran–Mojave transition zone is an ecologically rich region in the southwestern United States where the Sonoran and Mojave Deserts overlap, creating a unique blend of plant and animal communities from both desert ecosystems.
  • C. Sonora
    Sonora is a small historic city in California’s Sierra Nevada foothills known for its Gold Rush heritage and role as a regional hub for tourism and outdoor recreation.
  • D. Sonora
    Sonora is a large northwestern Mexican state bordering the United States, known for its desert landscapes, cattle ranching, and significant industrial and agricultural production.
  • E. Arizona Sun Corridor
    The Arizona Sun Corridor is a rapidly growing megaregion in south-central Arizona that encompasses major urban areas including Phoenix and Tucson, serving as a key economic and population hub of the American Southwest.
  • 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_69a4939f91a08190ba68c2c81eab90fe completed March 1, 2026, 7:29 p.m.
NER Named-entity recognition batch_69a4b2e196688190a7c15c9c538d0295 completed March 1, 2026, 9:42 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac2a0d31e8819091d3402546d8fa33 completed March 7, 2026, 1:37 p.m.
NEDg Description generation batch_69ac2a7b1a148190950d40db59a6c0de completed March 7, 2026, 1:39 p.m.
NED2 Entity disambiguation (via description) batch_69ac2ad8a14c819086d21ba068aedf2f completed March 7, 2026, 1:40 p.m.
Created at: March 1, 2026, 7:39 p.m.