Triple
T9148682
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Sonora |
E219525
|
entity |
| Predicate | hasMajorCity |
P316
|
FINISHED |
| Object | Nogales, Sonora |
E168612
|
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: Nogales, Sonora | Statement: [Sonora, hasMajorCity, Nogales, Sonora]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Nogales, Sonora Context triple: [Sonora, hasMajorCity, Nogales, Sonora]
-
A.
Nogales, Sonora
chosen
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.
-
B.
Nogales, Arizona
Nogales, Arizona is a U.S.–Mexico border city in southern Arizona known as a major port of entry and hub for international trade and cross-border culture.
-
C.
Nogales
Nogales is a municipality and town in the state of Veracruz, Mexico, known for its mountainous terrain and role as part of the Orizaba metropolitan area.
-
D.
Nogales
Nogales is a Chilean municipality located in the Province of Quillota in the Valparaíso Region.
-
E.
Hermosillo, Mexico
Hermosillo, Mexico is the capital city of the state of Sonora and an important industrial and automotive manufacturing hub in northwestern Mexico.
- 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_69ca83e121dc81909912bd66953081c5 |
completed | March 30, 2026, 2:08 p.m. |
| NER | Named-entity recognition | batch_69cca91a1fd08190a5bb3d9280439b09 |
completed | April 1, 2026, 5:11 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d09b7f95f88190af9c88105abb2964 |
completed | April 4, 2026, 5:02 a.m. |
Created at: March 30, 2026, 7:20 p.m.