Triple

T255178
Position Surface form Disambiguated ID Type / Status
Subject North American deserts E5421 entity
Predicate locatedIn P40 FINISHED
Object Northern Mexico
Northern Mexico is a largely arid region characterized by expansive deserts, rugged mountain ranges, and a climate that supports sparse vegetation and unique desert ecosystems.
E36574 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: Northern Mexico | Statement: [North American deserts, locatedIn, Northern Mexico]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Northern Mexico
Context triple: [North American deserts, locatedIn, Northern Mexico]
  • A. Western Mexico
    Western Mexico is a geographic region of Mexico along the Pacific coast known for major cities like Guadalajara, rich colonial history, and distinctive cultural traditions.
  • B. Central Mexico
    Central Mexico is a historically rich region that was the heartland of the Aztec civilization and later a primary focus of Spanish colonial rule.
  • C. State of Mexico
    The State of Mexico is a populous federal entity in central Mexico that surrounds much of Mexico City and is a major political, economic, and industrial hub of the country.
  • D. Mexico
    Mexico is a large North American country known for its rich pre-Columbian and colonial history, diverse cultures, and influential cuisine and arts.
  • E. 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.
  • 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: Northern Mexico
Triple: [North American deserts, locatedIn, Northern Mexico]
Generated description
Northern Mexico is a largely arid region characterized by expansive deserts, rugged mountain ranges, and a climate that supports sparse vegetation and unique desert ecosystems.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Northern Mexico
Target entity description: Northern Mexico is a largely arid region characterized by expansive deserts, rugged mountain ranges, and a climate that supports sparse vegetation and unique desert ecosystems.
  • A. Western Mexico
    Western Mexico is a geographic region of Mexico along the Pacific coast known for major cities like Guadalajara, rich colonial history, and distinctive cultural traditions.
  • B. Central Mexico
    Central Mexico is a historically rich region that was the heartland of the Aztec civilization and later a primary focus of Spanish colonial rule.
  • C. State of Mexico
    The State of Mexico is a populous federal entity in central Mexico that surrounds much of Mexico City and is a major political, economic, and industrial hub of the country.
  • D. Mexico
    Mexico is a large North American country known for its rich pre-Columbian and colonial history, diverse cultures, and influential cuisine and arts.
  • E. 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.
  • 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_69a2580a64ac8190ad76e34bb0715b5e completed Feb. 28, 2026, 2:50 a.m.
NER Named-entity recognition batch_69a25d5669008190978bbd7308be11f7 completed Feb. 28, 2026, 3:13 a.m.
NED1 Entity disambiguation (via context triple) batch_69a399a2991c8190a3f79aa899720a7c completed March 1, 2026, 1:42 a.m.
NEDg Description generation batch_69a39afffa5c8190a71e91cbea794197 completed March 1, 2026, 1:48 a.m.
NED2 Entity disambiguation (via description) batch_69a39b7aac5881908b2efeaae2603555 completed March 1, 2026, 1:50 a.m.
Created at: Feb. 28, 2026, 2:55 a.m.