Triple
T1357935
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tlalpan, Mexico City |
E29030
|
entity |
| Predicate | hasTransport |
P1298
|
FINISHED |
| Object |
major arterial road Calzada de Tlalpan
Calzada de Tlalpan is one of Mexico City’s principal arterial avenues, historically following a pre-Hispanic route and now serving as a key corridor connecting the city center with the southern borough of Tlalpan.
|
E155634
|
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: major arterial road Calzada de Tlalpan | Statement: [Tlalpan, Mexico City, hasTransport, major arterial road Calzada de Tlalpan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: major arterial road Calzada de Tlalpan Context triple: [Tlalpan, Mexico City, hasTransport, major arterial road Calzada de Tlalpan]
-
A.
Santa Fe–Cuajimalpa road network
The Santa Fe–Cuajimalpa road network is a key system of highways and arterial roads that links the borough of Cuajimalpa de Morelos with the major business and residential district of Santa Fe in western Mexico City.
-
B.
Mexico City–Toluca highway
The Mexico City–Toluca highway is a major toll road linking Mexico City with the city of Toluca, serving as a key commuter and freight corridor in central Mexico.
-
C.
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.
-
D.
Mexico City–Texcoco highway
The Mexico City–Texcoco highway is a major roadway linking Mexico’s capital with the nearby city of Texcoco in the State of Mexico, serving as an important commuter and transport corridor in the metropolitan area.
-
E.
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.
- 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: major arterial road Calzada de Tlalpan Triple: [Tlalpan, Mexico City, hasTransport, major arterial road Calzada de Tlalpan]
Generated description
Calzada de Tlalpan is one of Mexico City’s principal arterial avenues, historically following a pre-Hispanic route and now serving as a key corridor connecting the city center with the southern borough of Tlalpan.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: major arterial road Calzada de Tlalpan Target entity description: Calzada de Tlalpan is one of Mexico City’s principal arterial avenues, historically following a pre-Hispanic route and now serving as a key corridor connecting the city center with the southern borough of Tlalpan.
-
A.
Santa Fe–Cuajimalpa road network
The Santa Fe–Cuajimalpa road network is a key system of highways and arterial roads that links the borough of Cuajimalpa de Morelos with the major business and residential district of Santa Fe in western Mexico City.
-
B.
Mexico City–Toluca highway
The Mexico City–Toluca highway is a major toll road linking Mexico City with the city of Toluca, serving as a key commuter and freight corridor in central Mexico.
-
C.
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.
-
D.
Mexico City–Texcoco highway
The Mexico City–Texcoco highway is a major roadway linking Mexico’s capital with the nearby city of Texcoco in the State of Mexico, serving as an important commuter and transport corridor in the metropolitan area.
-
E.
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.
- 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_69a498d77abc8190913bf57e5f51d2c4 |
completed | March 1, 2026, 7:51 p.m. |
| NER | Named-entity recognition | batch_69a4c28f5b988190b0be4504eabb919d |
completed | March 1, 2026, 10:49 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69acce701a84819094815ab6e8383b76 |
completed | March 8, 2026, 1:18 a.m. |
| NEDg | Description generation | batch_69accf141c3481909ae5ea849aee7604 |
completed | March 8, 2026, 1:21 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69accfba7fb88190801803f2ee67afe8 |
completed | March 8, 2026, 1:24 a.m. |
Created at: March 1, 2026, 7:56 p.m.