Triple
T8598057
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Pachuca metropolitan area |
E203599
|
entity |
| Predicate | roadNetworkIncludes |
P3374
|
FINISHED |
| Object |
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.
|
E744739
|
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: Mexico–Pachuca Highway | Statement: [Pachuca metropolitan area, roadNetworkIncludes, Mexico–Pachuca Highway]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mexico–Pachuca Highway Context triple: [Pachuca metropolitan area, roadNetworkIncludes, Mexico–Pachuca Highway]
-
A.
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.
-
B.
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.
-
C.
Mexican Federal Highway 3
Mexican Federal Highway 3 is a federal roadway in northwestern Mexico that links the U.S. border region in Sonora with key destinations in Baja California, including the Ensenada area.
-
D.
Mexican Federal Highway 15
Mexican Federal Highway 15 is a major north–south route in Mexico that runs from the U.S. border at Nogales through key cities like Hermosillo, Mazatlán, and Guadalajara toward Mexico City, serving as one of the country’s primary transportation corridors.
-
E.
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.
- 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: Mexico–Pachuca Highway Triple: [Pachuca metropolitan area, roadNetworkIncludes, Mexico–Pachuca Highway]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Mexico–Pachuca Highway Target entity description: 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.
-
A.
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.
-
B.
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.
-
C.
Mexican Federal Highway 3
Mexican Federal Highway 3 is a federal roadway in northwestern Mexico that links the U.S. border region in Sonora with key destinations in Baja California, including the Ensenada area.
-
D.
Mexican Federal Highway 15
Mexican Federal Highway 15 is a major north–south route in Mexico that runs from the U.S. border at Nogales through key cities like Hermosillo, Mazatlán, and Guadalajara toward Mexico City, serving as one of the country’s primary transportation corridors.
-
E.
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.
- 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_69ca832b56948190ba751cec255308f1 |
completed | March 30, 2026, 2:05 p.m. |
| NER | Named-entity recognition | batch_69cc46cacbe88190b95beeedc9f480b0 |
completed | March 31, 2026, 10:12 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cea8dd86d08190a7f8e674e16dd8b6 |
completed | April 2, 2026, 5:35 p.m. |
| NEDg | Description generation | batch_69cea9d0dad0819095134f6f8cafb4c0 |
completed | April 2, 2026, 5:39 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ceaa7025388190a3f17aca46d4858e |
completed | April 2, 2026, 5:42 p.m. |
Created at: March 30, 2026, 6:24 p.m.