Triple
T10932311
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mexican Federal Highway 95D |
E258237
|
entity |
| Predicate | hasSection |
P35
|
FINISHED |
| Object |
Chilpancingo–Acapulco toll segment
The Chilpancingo–Acapulco toll segment is a major controlled-access highway stretch in Guerrero, Mexico, that connects the inland city of Chilpancingo with the Pacific coastal resort city of Acapulco.
|
E896233
|
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: Chilpancingo–Acapulco toll segment | Statement: [Mexican Federal Highway 95D, hasSection, Chilpancingo–Acapulco toll segment]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Chilpancingo–Acapulco toll segment Context triple: [Mexican Federal Highway 95D, hasSection, Chilpancingo–Acapulco toll segment]
-
A.
Mexico City–Cuernavaca toll segment
The Mexico City–Cuernavaca toll segment is a major tolled expressway link between Mexico’s capital and the city of Cuernavaca, known for its heavy traffic and mountainous route.
-
B.
Autopista México–Acapulco
Autopista México–Acapulco is a major Mexican toll highway that links Mexico City with the Pacific resort city of Acapulco, passing through Cuernavaca and serving as a key route for tourism and commerce.
-
C.
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.
-
D.
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.
-
E.
Mexico–Pachuca Highway
The Mexico–Pachuca Highway is a major roadway connecting Mexico City with the city of Pachuca, serving as a key commuter and transport corridor in central Mexico.
- 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: Chilpancingo–Acapulco toll segment Triple: [Mexican Federal Highway 95D, hasSection, Chilpancingo–Acapulco toll segment]
Generated description
The Chilpancingo–Acapulco toll segment is a major controlled-access highway stretch in Guerrero, Mexico, that connects the inland city of Chilpancingo with the Pacific coastal resort city of Acapulco.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Chilpancingo–Acapulco toll segment Target entity description: The Chilpancingo–Acapulco toll segment is a major controlled-access highway stretch in Guerrero, Mexico, that connects the inland city of Chilpancingo with the Pacific coastal resort city of Acapulco.
-
A.
Mexico City–Cuernavaca toll segment
The Mexico City–Cuernavaca toll segment is a major tolled expressway link between Mexico’s capital and the city of Cuernavaca, known for its heavy traffic and mountainous route.
-
B.
Autopista México–Acapulco
Autopista México–Acapulco is a major Mexican toll highway that links Mexico City with the Pacific resort city of Acapulco, passing through Cuernavaca and serving as a key route for tourism and commerce.
-
C.
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.
-
D.
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.
-
E.
Mexico–Pachuca Highway
The Mexico–Pachuca Highway is a major roadway connecting Mexico City with the city of Pachuca, serving as a key commuter and transport corridor in central Mexico.
- 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_69d6aa8769b4819082bfe5e61b9017f0 |
completed | April 8, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69d770a16cbc8190acd619defed7114c |
completed | April 9, 2026, 9:25 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e2d710f65c8190a4ef17a6d90a19d2 |
completed | April 18, 2026, 12:57 a.m. |
| NEDg | Description generation | batch_69e2fab58f588190ae2d33f32e71333b |
completed | April 18, 2026, 3:29 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69e317809c0881909e793db965194014 |
completed | April 18, 2026, 5:32 a.m. |
Created at: April 8, 2026, 9:23 p.m.