Triple
T13521131
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mexican Federal Highway 40 |
E322896
|
entity |
| Predicate | parallelTollRoute |
P19597
|
FINISHED |
| Object | Mexican Federal Highway 40D |
E1050394
|
NE FINISHED |
How this triple was built (3 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: Mexican Federal Highway 40D | Statement: [Mexican Federal Highway 40, parallelTollRoute, Mexican Federal Highway 40D]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mexican Federal Highway 40D Context triple: [Mexican Federal Highway 40, parallelTollRoute, Mexican Federal Highway 40D]
-
A.
Mexican Federal Highway 40D
chosen
Mexican Federal Highway 40D is a major tolled expressway in Mexico that provides a faster, safer, and more modern alternative route parallel to Federal Highway 40, particularly across the mountainous Durango–Mazatlán corridor.
-
B.
Mexican Federal Highway 45D
Mexican Federal Highway 45D is a major toll expressway in Mexico that parallels and provides a faster alternative to the free Federal Highway 45 along key north–south routes.
-
C.
Mexican Federal Highway 184
Mexican Federal Highway 184 is a federal roadway in Mexico’s Yucatán Peninsula that links inland communities with major coastal routes and tourist destinations.
-
D.
Mexican Federal Highway 57D
Mexican Federal Highway 57D is a major toll expressway in Mexico that serves as a faster, limited-access alternative to the free Federal Highway 57 along a key north–south transportation corridor.
-
E.
Mexican Federal Highway 40
Mexican Federal Highway 40 is a major east–west route in northern Mexico that connects the Pacific coast city of Mazatlán in Sinaloa with the inland city of Reynosa in Tamaulipas, traversing the Sierra Madre Occidental.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: parallelTollRoute Context triple: [Mexican Federal Highway 40, parallelTollRoute, Mexican Federal Highway 40D]
-
A.
parallelRoute
chosen
Indicates that one route runs alongside and in the same general direction as another route without intersecting it.
-
B.
tollRoadOf
Indicates that a road segment is a toll road belonging to or associated with a particular roadway, route, or transportation network.
-
C.
appliesTollTo
Indicates that a fee or charge is imposed on a subject for using, accessing, or passing through something.
-
D.
hasTollSegment
Indicates that a route, road, or path includes a segment where a toll must be paid.
-
E.
isTollFacilityOf
Indicates that a facility (such as a toll booth, plaza, or gantry) is part of, or used to collect tolls for, a specific toll road or toll transportation infrastructure.
- F. None of above.
Provenance (4 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_69f78adaf62c8190855df932eb9830be |
completed | May 3, 2026, 5:50 p.m. |
| PD | Predicate disambiguation | batch_69dbae0b63748190b5e207f84b2532ea |
completed | April 12, 2026, 2:36 p.m. |
Created at: April 9, 2026, 9:44 p.m.