Triple

T498842
Position Surface form Disambiguated ID Type / Status
Subject Silao Assembly E10354 entity
Predicate locatedIn P40 FINISHED
Object Silao, Guanajuato, Mexico
Silao, Guanajuato, Mexico is an industrial city in central Mexico known for its automotive manufacturing hub and proximity to the León–El Bajío metropolitan area.
 E62090 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: Silao, Guanajuato, Mexico | Statement: [Silao Assembly, locatedIn, Silao, Guanajuato, Mexico]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Silao, Guanajuato, Mexico
Context triple: [Silao Assembly, locatedIn, Silao, Guanajuato, Mexico]
  • A. Piedras Negras, Coahuila, Mexico
    Piedras Negras, Coahuila, Mexico is a border city on the Rio Grande opposite Eagle Pass, Texas, known as an important industrial and commercial hub in northern Mexico.
  • B. Texcoco, Mexico
    Texcoco, Mexico is a municipality in the State of Mexico known for its agricultural research institutions, historical significance near ancient Lake Texcoco, and proximity to Mexico City.
  • C. Oaxaca
    Oaxaca is a culturally rich state in southern Mexico known for its Indigenous heritage, colonial architecture, diverse cuisine, and varied geography ranging from Pacific coastlines to rugged mountain ranges.
  • D. San Luis Potosí
    San Luis Potosí is a central Mexican state known for its diverse landscapes—from the arid high plateau to the lush Huasteca region—rich mining history, and colonial-era architecture.
  • E. Tacuba
    Tacuba is a historic neighborhood in Mexico City known for its colonial-era architecture and role as a former pre-Hispanic town.
  • 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: Silao, Guanajuato, Mexico
Triple: [Silao Assembly, locatedIn, Silao, Guanajuato, Mexico]
Generated description
Silao, Guanajuato, Mexico is an industrial city in central Mexico known for its automotive manufacturing hub and proximity to the León–El Bajío metropolitan area.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Silao, Guanajuato, Mexico
Target entity description: Silao, Guanajuato, Mexico is an industrial city in central Mexico known for its automotive manufacturing hub and proximity to the León–El Bajío metropolitan area.
  • A. Piedras Negras, Coahuila, Mexico
    Piedras Negras, Coahuila, Mexico is a border city on the Rio Grande opposite Eagle Pass, Texas, known as an important industrial and commercial hub in northern Mexico.
  • B. Texcoco, Mexico
    Texcoco, Mexico is a municipality in the State of Mexico known for its agricultural research institutions, historical significance near ancient Lake Texcoco, and proximity to Mexico City.
  • C. Oaxaca
    Oaxaca is a culturally rich state in southern Mexico known for its Indigenous heritage, colonial architecture, diverse cuisine, and varied geography ranging from Pacific coastlines to rugged mountain ranges.
  • D. San Luis Potosí
    San Luis Potosí is a central Mexican state known for its diverse landscapes—from the arid high plateau to the lush Huasteca region—rich mining history, and colonial-era architecture.
  • E. Tacuba
    Tacuba is a historic neighborhood in Mexico City known for its colonial-era architecture and role as a former pre-Hispanic town.
  • 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_69a2e847df8481909239ec08ccf1e376 completed Feb. 28, 2026, 1:06 p.m.
NER Named-entity recognition batch_69a2f119b14c8190a5a6b119579c2682 completed Feb. 28, 2026, 1:43 p.m.
NED1 Entity disambiguation (via context triple) batch_69a481f1ee28819087e90028b89e877e completed March 1, 2026, 6:14 p.m.
NEDg Description generation batch_69a482749e78819093f8f81090eedfa2 completed March 1, 2026, 6:16 p.m.
NED2 Entity disambiguation (via description) batch_69a483073dcc8190b05f89a81207d3d2 completed March 1, 2026, 6:18 p.m.
Created at: Feb. 28, 2026, 1:12 p.m.