Triple

T15701266
Position Surface form Disambiguated ID Type / Status
Subject Late Archaic period E380597 entity
Predicate spatialLocation P76038 FINISHED
Object Southwestern North America
Southwestern North America is a culturally and geographically diverse region encompassing arid and semi-arid landscapes, including deserts, plateaus, and mountain ranges, that has long been home to numerous Indigenous peoples and complex prehistoric societies.
E9670 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: Southwestern North America | Statement: [Late Archaic period, spatialLocation, Southwestern North America]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Southwestern North America
Context triple: [Late Archaic period, spatialLocation, Southwestern North America]
  • 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. Northwestern Mexico
    Northwestern Mexico is a geographic region of Mexico along the Pacific coast known for its desert landscapes, coastal plains, and states such as Sinaloa, Sonora, and Baja California.
  • C. 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.
  • D. North American deserts
    North American deserts are a group of major arid regions across the continent, including the Mojave, Sonoran, Chihuahuan, and Great Basin deserts, characterized by sparse rainfall, unique desert ecosystems, and extreme temperature variations.
  • E. 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.
  • 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: Southwestern North America
Triple: [Late Archaic period, spatialLocation, Southwestern North America]
Generated description
Southwestern North America is a culturally and geographically diverse region encompassing arid and semi-arid landscapes, including deserts, plateaus, and mountain ranges, that has long been home to numerous Indigenous peoples and complex prehistoric societies.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Southwestern North America
Target entity description: Southwestern North America is a culturally and geographically diverse region encompassing arid and semi-arid landscapes, including deserts, plateaus, and mountain ranges, that has long been home to numerous Indigenous peoples and complex prehistoric societies.
  • A. southwestern United States chosen
    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. Northwestern Mexico
    Northwestern Mexico is a geographic region of Mexico along the Pacific coast known for its desert landscapes, coastal plains, and states such as Sinaloa, Sonora, and Baja California.
  • C. 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.
  • D. North American deserts
    North American deserts are a group of major arid regions across the continent, including the Mojave, Sonoran, Chihuahuan, and Great Basin deserts, characterized by sparse rainfall, unique desert ecosystems, and extreme temperature variations.
  • E. 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.
  • F. None of above.

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_69d86d99e860819094b6957cde470f2c completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e142df48e8819083a48d3b7b3f7f5d completed April 16, 2026, 8:13 p.m.
NED1 Entity disambiguation (via context triple) batch_69ff75756ecc8190bd2123ddfd080fd1 completed May 9, 2026, 5:57 p.m.
NEDg Description generation batch_69ff763d40348190bf102da746420390 completed May 9, 2026, 6 p.m.
NED2 Entity disambiguation (via description) batch_69ff76ec45948190bee47609c0d2fd10 completed May 9, 2026, 6:03 p.m.
Created at: April 10, 2026, 4:45 a.m.