Triple
T1350575
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mexican Federal Highway 15 |
E28871
|
entity |
| Predicate | terminusNorth |
P3375
|
FINISHED |
| Object |
Nogales, Sonora
Nogales, Sonora is a major Mexican border city in the state of Sonora, located directly across from Nogales, Arizona, and serving as an important commercial and transportation gateway between Mexico and the United States.
|
E168612
|
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: Nogales, Sonora | Statement: [Mexican Federal Highway 15, terminusNorth, Nogales, Sonora]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Nogales, Sonora Context triple: [Mexican Federal Highway 15, terminusNorth, Nogales, Sonora]
-
A.
Hermosillo, Mexico
Hermosillo, Mexico is the capital city of the state of Sonora and an important industrial and automotive manufacturing hub in northwestern Mexico.
-
B.
Ciudad Obregón
Ciudad Obregón is a major agricultural and industrial city in the state of Sonora, Mexico, known for its role in the development of modern irrigation and wheat production in the Yaqui Valley.
-
C.
Ciudad Juárez
Ciudad Juárez is a major industrial and border city in northern Mexico, located across the Rio Grande from El Paso, Texas.
-
D.
Puerto Peñasco
Puerto Peñasco is a Mexican resort city on the Gulf of California, popular for its beaches and tourism, especially among visitors from the nearby U.S. Southwest.
-
E.
El Paso
El Paso is a large border city in far western Texas known for its strong cultural ties with Mexico and its role as a major economic and transportation hub in the region.
- 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: Nogales, Sonora Triple: [Mexican Federal Highway 15, terminusNorth, Nogales, Sonora]
Generated description
Nogales, Sonora is a major Mexican border city in the state of Sonora, located directly across from Nogales, Arizona, and serving as an important commercial and transportation gateway between Mexico and the United States.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Nogales, Sonora Target entity description: Nogales, Sonora is a major Mexican border city in the state of Sonora, located directly across from Nogales, Arizona, and serving as an important commercial and transportation gateway between Mexico and the United States.
-
A.
Hermosillo, Mexico
Hermosillo, Mexico is the capital city of the state of Sonora and an important industrial and automotive manufacturing hub in northwestern Mexico.
-
B.
Ciudad Obregón
Ciudad Obregón is a major agricultural and industrial city in the state of Sonora, Mexico, known for its role in the development of modern irrigation and wheat production in the Yaqui Valley.
-
C.
Ciudad Juárez
Ciudad Juárez is a major industrial and border city in northern Mexico, located across the Rio Grande from El Paso, Texas.
-
D.
Puerto Peñasco
Puerto Peñasco is a Mexican resort city on the Gulf of California, popular for its beaches and tourism, especially among visitors from the nearby U.S. Southwest.
-
E.
El Paso
El Paso is a large border city in far western Texas known for its strong cultural ties with Mexico and its role as a major economic and transportation hub in the region.
- 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_69a498571d248190a0ac9eb02d97097f |
completed | March 1, 2026, 7:49 p.m. |
| NER | Named-entity recognition | batch_69a4c26981d081909ca3b8d8cdf7cf2e |
completed | March 1, 2026, 10:49 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad1594f94c8190bb6d3dc40534382e |
completed | March 8, 2026, 6:22 a.m. |
| NEDg | Description generation | batch_69ad164d4cfc8190a1be23c814b6b18f |
completed | March 8, 2026, 6:25 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ad16a5c76c8190a0bb3ccf5557b1b0 |
completed | March 8, 2026, 6:26 a.m. |
Created at: March 1, 2026, 7:56 p.m.