Triple
T13521132
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mexican Federal Highway 40 |
E322896
|
entity |
| Predicate | segmentKnownAs |
P627
|
FINISHED |
| Object |
Mazatlán–Durango highway
The Mazatlán–Durango highway is a major mountain-crossing roadway in northern Mexico, renowned for its numerous tunnels and bridges, including the record-setting Baluarte Bridge, which dramatically links the Pacific coast city of Mazatlán with the inland city of Durango.
|
E1056118
|
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: Mazatlán–Durango highway | Statement: [Mexican Federal Highway 40, segmentKnownAs, Mazatlán–Durango highway]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mazatlán–Durango highway Context triple: [Mexican Federal Highway 40, segmentKnownAs, Mazatlán–Durango highway]
-
A.
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.
-
B.
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.
-
C.
Mexican Federal Highway 70
Mexican Federal Highway 70 is a major east–west roadway in Mexico that connects the Gulf coast city of Tampico with inland regions across several states.
-
D.
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.
-
E.
Mexican Federal Highway 49
Mexican Federal Highway 49 is a major north–south roadway in Mexico that connects several states in the north-central region and links important cities and transport corridors.
- 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: Mazatlán–Durango highway Triple: [Mexican Federal Highway 40, segmentKnownAs, Mazatlán–Durango highway]
Generated description
The Mazatlán–Durango highway is a major mountain-crossing roadway in northern Mexico, renowned for its numerous tunnels and bridges, including the record-setting Baluarte Bridge, which dramatically links the Pacific coast city of Mazatlán with the inland city of Durango.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Mazatlán–Durango highway Target entity description: The Mazatlán–Durango highway is a major mountain-crossing roadway in northern Mexico, renowned for its numerous tunnels and bridges, including the record-setting Baluarte Bridge, which dramatically links the Pacific coast city of Mazatlán with the inland city of Durango.
-
A.
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.
-
B.
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.
-
C.
Mexican Federal Highway 70
Mexican Federal Highway 70 is a major east–west roadway in Mexico that connects the Gulf coast city of Tampico with inland regions across several states.
-
D.
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.
-
E.
Mexican Federal Highway 49
Mexican Federal Highway 49 is a major north–south roadway in Mexico that connects several states in the north-central region and links important cities and transport corridors.
- 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_69d80766a21881909f21a1b7421d3b8a |
completed | April 9, 2026, 8:09 p.m. |
| NER | Named-entity recognition | batch_69dbafa3df0c8190804174695587f0ea |
completed | April 12, 2026, 2:43 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f7942668f481909c6d892fdfd32c02 |
completed | May 3, 2026, 6:29 p.m. |
| NEDg | Description generation | batch_69f7955fce288190a7e426f467517a91 |
completed | May 3, 2026, 6:35 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f7996cddf08190973e493fb788ce7a |
completed | May 3, 2026, 6:52 p.m. |
Created at: April 9, 2026, 9:44 p.m.