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.