Triple
T11844292
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mexican Federal Highway 57 |
E281731
|
entity |
| Predicate | hasTollAlternative |
P26880
|
FINISHED |
| Object | Mexican Federal Highway 57D |
E954189
|
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 57D | Statement: [Mexican Federal Highway 57, hasTollAlternative, Mexican Federal Highway 57D]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mexican Federal Highway 57D Context triple: [Mexican Federal Highway 57, hasTollAlternative, Mexican Federal Highway 57D]
-
A.
Mexican Federal Highway 57D
chosen
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.
-
B.
Mexican Federal Highway 57
Mexican Federal Highway 57 is a major north–south federal highway in Mexico that connects Mexico City with key central and northern regions, serving as one of the country’s primary transportation corridors.
-
C.
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.
-
D.
Mexican Federal Highway 85D
Mexican Federal Highway 85D is a major toll expressway in northeastern Mexico that parallels Federal Highway 85 and facilitates high-speed travel between the U.S. border and key inland cities.
-
E.
Mexican Federal Highway 54
Mexican Federal Highway 54 is a major north–south roadway in Mexico that links several states in the western and central regions, serving as an important route for regional and long-distance travel.
- 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: hasTollAlternative Context triple: [Mexican Federal Highway 57, hasTollAlternative, Mexican Federal Highway 57D]
-
A.
hasToll
Indicates that the use, access, or passage associated with something requires payment of a toll or fee.
-
B.
hasTollVariant
chosen
Indicates that an entity has a version or instance that requires paying a toll or fee for use or access.
-
C.
hasTollSegment
Indicates that a route, road, or path includes a segment where a toll must be paid.
-
D.
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.
-
E.
hasTollBoothsAt
Indicates that toll booths are present at or associated with a particular location or segment of 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_69d6ab287ba48190a5178779fd19b9b7 |
completed | April 8, 2026, 7:23 p.m. |
| NER | Named-entity recognition | batch_69d8a65a597c8190b09f57463b279afc |
completed | April 10, 2026, 7:27 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f4583d9900819090be07726ed00b93 |
completed | May 1, 2026, 7:37 a.m. |
| PD | Predicate disambiguation | batch_69d8a254a57481908a1e6ad97919c416 |
completed | April 10, 2026, 7:10 a.m. |
Created at: April 8, 2026, 9:43 p.m.