Triple
T17042181
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Federal Highway 5 (Chihuahua state network) |
E413471
|
entity |
| Predicate | serves |
P98
|
FINISHED |
| Object | city of Cuauhtémoc |
E1253510
|
NE FINISHED |
How this triple was built (2 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: city of Cuauhtémoc | Statement: [Federal Highway 5 (Chihuahua state network), serves, city of Cuauhtémoc]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: city of Cuauhtémoc Context triple: [Federal Highway 5 (Chihuahua state network), serves, city of Cuauhtémoc]
-
A.
Ciudad Cuauhtémoc
chosen
Ciudad Cuauhtémoc is a city in the Mexican state of Chihuahua known as a regional commercial and agricultural hub and as a gateway to nearby Mennonite communities and the Sierra Tarahumara.
-
B.
Ciudad Cuauhtémoc
Ciudad Cuauhtémoc is a Mexican town in the state of Chiapas that serves as a key commercial and transit hub near the country’s southern border with Guatemala.
-
C.
Cuauhtémoc, Mexico City
Cuauhtémoc is a central borough of Mexico City that serves as the city’s historic, political, and cultural core, encompassing major landmarks, government buildings, and commercial districts.
-
D.
Ciudad Nezahualcóyotl
Ciudad Nezahualcóyotl is a densely populated urban municipality in the State of Mexico, forming part of the Mexico City metropolitan area and known for its working-class neighborhoods and rapid mid-20th-century growth.
-
E.
Cuauhtémoc borough
Cuauhtémoc borough is a central administrative district of Mexico City that encompasses many of the capital’s most important political, cultural, and commercial areas.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d886cd18288190b006abab23f811b7 |
completed | April 10, 2026, 5:12 a.m. |
| NER | Named-entity recognition | batch_69e3d8f771608190b596138ddec118c6 |
completed | April 18, 2026, 7:18 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a01673e1be08190b39c38fd8115a02c |
completed | May 11, 2026, 5:21 a.m. |
Created at: April 10, 2026, 5:33 a.m.