Triple
T7375839
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Chapala |
E170119
|
entity |
| Predicate | hasTransportConnection |
P845
|
FINISHED |
| Object |
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.
|
E668195
|
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: Chapala–Jocotepec highway | Statement: [Chapala, hasTransportConnection, Chapala–Jocotepec highway]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Chapala–Jocotepec highway Context triple: [Chapala, hasTransportConnection, Chapala–Jocotepec highway]
-
A.
Mexican Federal Highway 85
Mexican Federal Highway 85 is a major north–south Mexican roadway that begins at the U.S. border in Nuevo Laredo and runs through key cities toward central and southern Mexico.
-
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.
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.
-
D.
Mexican Federal Highway 19
Mexican Federal Highway 19 is a major federal roadway in Baja California Sur that connects coastal communities on the Pacific side of the peninsula and links them with the primary north–south route, Mexican Federal Highway 1.
-
E.
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.
- 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: Chapala–Jocotepec highway Triple: [Chapala, hasTransportConnection, Chapala–Jocotepec highway]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Chapala–Jocotepec highway Target entity description: 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.
-
A.
Mexican Federal Highway 85
Mexican Federal Highway 85 is a major north–south Mexican roadway that begins at the U.S. border in Nuevo Laredo and runs through key cities toward central and southern Mexico.
-
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.
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.
-
D.
Mexican Federal Highway 19
Mexican Federal Highway 19 is a major federal roadway in Baja California Sur that connects coastal communities on the Pacific side of the peninsula and links them with the primary north–south route, Mexican Federal Highway 1.
-
E.
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.
- 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_69c68a5bfaac81909ce7f001dfb70c76 |
completed | March 27, 2026, 1:47 p.m. |
| NER | Named-entity recognition | batch_69c6f1a780f88190abf11994e307b6ad |
completed | March 27, 2026, 9:07 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c83c480ef48190b588a2fffb0b1568 |
completed | March 28, 2026, 8:38 p.m. |
| NEDg | Description generation | batch_69c83d8f29248190a944db3c8f97c547 |
completed | March 28, 2026, 8:43 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c83e0acdd881908d6846a3a836720a |
completed | March 28, 2026, 8:46 p.m. |
Created at: March 27, 2026, 3:07 p.m.