Triple
T11802458
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Puebla metropolitan area |
E280659
|
entity |
| Predicate | hasTransportInfrastructure |
P2560
|
FINISHED |
| Object |
Puebla–Veracruz highway
The Puebla–Veracruz highway is a major roadway in eastern Mexico that connects the inland city of Puebla with the Gulf coast state of Veracruz, serving as a key corridor for regional trade and travel.
|
E949669
|
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: Puebla–Veracruz highway | Statement: [Puebla metropolitan area, hasTransportInfrastructure, Puebla–Veracruz highway]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Puebla–Veracruz highway Context triple: [Puebla metropolitan area, hasTransportInfrastructure, Puebla–Veracruz highway]
-
A.
Veracruz–Mexico City highway
The Veracruz–Mexico City highway is a major transportation route in Mexico that links the Gulf Coast port city of Veracruz with the nation’s capital, facilitating trade and travel between the two regions.
-
B.
Mexico City–Puebla highway
The Mexico City–Puebla highway is a major toll expressway in central Mexico that serves as a primary transportation corridor between the capital, Mexico City, and the city of Puebla.
-
C.
Mexican Federal Highway 2
Mexican Federal Highway 2 is a major east–west roadway in northern Mexico that runs along the U.S. border, connecting multiple border crossings and key cities in the region.
-
D.
Mexico–Querétaro Highway
The Mexico–Querétaro Highway is a major federal toll road in central Mexico that connects Mexico City with the city of Querétaro, serving as a key corridor for regional and national transportation.
-
E.
Chapala–Jocotepec highway
The Chapala–Jocotepec highway is a regional road in the state of Jalisco, Mexico, that links the lakeside town of Chapala with the nearby municipality of Jocotepec along Lake Chapala’s northern shore.
- 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: Puebla–Veracruz highway Triple: [Puebla metropolitan area, hasTransportInfrastructure, Puebla–Veracruz highway]
Generated description
The Puebla–Veracruz highway is a major roadway in eastern Mexico that connects the inland city of Puebla with the Gulf coast state of Veracruz, serving as a key corridor for regional trade and travel.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Puebla–Veracruz highway Target entity description: The Puebla–Veracruz highway is a major roadway in eastern Mexico that connects the inland city of Puebla with the Gulf coast state of Veracruz, serving as a key corridor for regional trade and travel.
-
A.
Veracruz–Mexico City highway
The Veracruz–Mexico City highway is a major transportation route in Mexico that links the Gulf Coast port city of Veracruz with the nation’s capital, facilitating trade and travel between the two regions.
-
B.
Mexico City–Puebla highway
The Mexico City–Puebla highway is a major toll expressway in central Mexico that serves as a primary transportation corridor between the capital, Mexico City, and the city of Puebla.
-
C.
Mexican Federal Highway 2
Mexican Federal Highway 2 is a major east–west roadway in northern Mexico that runs along the U.S. border, connecting multiple border crossings and key cities in the region.
-
D.
Mexico–Querétaro Highway
The Mexico–Querétaro Highway is a major federal toll road in central Mexico that connects Mexico City with the city of Querétaro, serving as a key corridor for regional and national transportation.
-
E.
Chapala–Jocotepec highway
The Chapala–Jocotepec highway is a regional road in the state of Jalisco, Mexico, that links the lakeside town of Chapala with the nearby municipality of Jocotepec along Lake Chapala’s northern shore.
- 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_69d6ab258b808190b1735835c841e3a4 |
completed | April 8, 2026, 7:23 p.m. |
| NER | Named-entity recognition | batch_69d8a5a5a2048190b68027f622366079 |
completed | April 10, 2026, 7:24 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f166dbcb848190a5942ec00a2ca2f9 |
completed | April 29, 2026, 2:03 a.m. |
| NEDg | Description generation | batch_69f16e31ebfc81908255e24b96bf9a99 |
completed | April 29, 2026, 2:34 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f1a09eae7481908200709ae9721d53 |
completed | April 29, 2026, 6:09 a.m. |
Created at: April 8, 2026, 9:42 p.m.