Triple

T5073624
Position Surface form Disambiguated ID Type / Status
Subject San Miguel el Grande, Guanajuato E114338 entity
Predicate transportConnection P1298 FINISHED
Object connected by road to Querétaro
Querétaro is a major historic city and economic hub in central Mexico, known for its well-preserved colonial architecture and strategic location on key regional road networks.
E492948 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: connected by road to Querétaro | Statement: [San Miguel el Grande, Guanajuato, transportConnection, connected by road to Querétaro]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: connected by road to Querétaro
Context triple: [San Miguel el Grande, Guanajuato, transportConnection, connected by road to Querétaro]
  • A. connected by Mexican Federal Highway 15
    Mexican Federal Highway 15 is a major north–south highway in western Mexico that links key cities including Guadalajara with the U.S. border.
  • B. connected by highway to Veracruz City
    Connected by highway to Veracruz City refers to the road link that integrates Córdoba, Veracruz into the regional transportation network, facilitating travel and commerce between the two cities.
  • C. Veracruz–Mexico City route
    The Veracruz–Mexico City route was a crucial 19th-century corridor linking Mexico’s principal Gulf Coast port to its capital, making it a key strategic axis in military campaigns such as the Mexican–American War.
  • D. Mexico City–Acapulco corridor
    The Mexico City–Acapulco corridor is a major transportation route in Mexico that links the nation’s capital with the Pacific coastal resort city of Acapulco, serving as a key axis for tourism and commerce.
  • E. Santa Fe–Cuajimalpa road network
    The Santa Fe–Cuajimalpa road network is a key system of highways and arterial roads that links the borough of Cuajimalpa de Morelos with the major business and residential district of Santa Fe in western Mexico City.
  • 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: connected by road to Querétaro
Triple: [San Miguel el Grande, Guanajuato, transportConnection, connected by road to Querétaro]
Generated description
Querétaro is a major historic city and economic hub in central Mexico, known for its well-preserved colonial architecture and strategic location on key regional road networks.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: connected by road to Querétaro
Target entity description: Querétaro is a major historic city and economic hub in central Mexico, known for its well-preserved colonial architecture and strategic location on key regional road networks.
  • A. connected by Mexican Federal Highway 15
    Mexican Federal Highway 15 is a major north–south highway in western Mexico that links key cities including Guadalajara with the U.S. border.
  • B. connected by highway to Veracruz City
    Connected by highway to Veracruz City refers to the road link that integrates Córdoba, Veracruz into the regional transportation network, facilitating travel and commerce between the two cities.
  • C. Veracruz–Mexico City route
    The Veracruz–Mexico City route was a crucial 19th-century corridor linking Mexico’s principal Gulf Coast port to its capital, making it a key strategic axis in military campaigns such as the Mexican–American War.
  • D. Mexico City–Acapulco corridor
    The Mexico City–Acapulco corridor is a major transportation route in Mexico that links the nation’s capital with the Pacific coastal resort city of Acapulco, serving as a key axis for tourism and commerce.
  • E. Santa Fe–Cuajimalpa road network
    The Santa Fe–Cuajimalpa road network is a key system of highways and arterial roads that links the borough of Cuajimalpa de Morelos with the major business and residential district of Santa Fe in western Mexico City.
  • 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_69bd443cf28c8190ad371d603563dbdd completed March 20, 2026, 12:57 p.m.
NER Named-entity recognition batch_69bd74cfa4348190bc50590117a6bcf9 completed March 20, 2026, 4:24 p.m.
NED1 Entity disambiguation (via context triple) batch_69beb11600ac81908661759839ebfc98 completed March 21, 2026, 2:54 p.m.
NEDg Description generation batch_69beb36d1f50819083b7789a3654c51a completed March 21, 2026, 3:04 p.m.
NED2 Entity disambiguation (via description) batch_69beb48d2a8881909aab831f657d9f13 completed March 21, 2026, 3:09 p.m.
Created at: March 20, 2026, 1:39 p.m.