Triple

T6878620
Position Surface form Disambiguated ID Type / Status
Subject Fresnillo E158734 entity
Predicate locatedIn P40 FINISHED
Object North-Central Mexico
North-Central Mexico is a geographic region of Mexico characterized by its semi-arid highlands, mining centers, and agricultural cities such as Fresnillo.
 E657319 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: North-Central Mexico | Statement: [Fresnillo, locatedIn, North-Central Mexico]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: North-Central Mexico
Context triple: [Fresnillo, locatedIn, North-Central 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. Northeastern Mexico
    Northeastern Mexico is a geographic region of Mexico that encompasses several northern states along the U.S. border, characterized by arid and semi-arid landscapes, industrial cities, and significant economic ties to the United States.
  • C. 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.
  • D. 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.
  • E. southeastern Mexico
    Southeastern Mexico is a geographic region of Mexico that includes the Yucatán Peninsula and is known for its tropical climate, Maya heritage, and Caribbean and Gulf coastlines.
  • 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: North-Central Mexico
Triple: [Fresnillo, locatedIn, North-Central Mexico]
Generated description
North-Central Mexico is a geographic region of Mexico characterized by its semi-arid highlands, mining centers, and agricultural cities such as Fresnillo.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: North-Central Mexico
Target entity description: North-Central Mexico is a geographic region of Mexico characterized by its semi-arid highlands, mining centers, and agricultural cities such as Fresnillo.
  • 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. Northeastern Mexico
    Northeastern Mexico is a geographic region of Mexico that encompasses several northern states along the U.S. border, characterized by arid and semi-arid landscapes, industrial cities, and significant economic ties to the United States.
  • C. 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.
  • D. 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.
  • E. southeastern Mexico
    Southeastern Mexico is a geographic region of Mexico that includes the Yucatán Peninsula and is known for its tropical climate, Maya heritage, and Caribbean and Gulf coastlines.
  • 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_69c68832af1481908ce356e133ebaebe completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6d8e498bc81908b2fbe0c6a8b95b7 completed March 27, 2026, 7:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7eeb79b9c819084738c207aa5c62d completed March 28, 2026, 3:07 p.m.
NEDg Description generation batch_69c7efece4708190b27d973bce45f389 completed March 28, 2026, 3:12 p.m.
NED2 Entity disambiguation (via description) batch_69c7f08355408190a6efdcf66fd3988e completed March 28, 2026, 3:15 p.m.
Created at: March 27, 2026, 2:22 p.m.