Triple
T21827682
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Carretera Federal 2 |
E538897
|
entity |
| Predicate | connectsTo |
P845
|
FINISHED |
| Object |
Santa Ana, Sonora
Santa Ana, Sonora is a small but important town in northwestern Mexico that serves as a key transportation hub and junction point for highways linking the U.S. border with the interior of Sonora.
|
E1505374
|
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: Santa Ana, Sonora | Statement: [Carretera Federal 2, connectsTo, Santa Ana, Sonora]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Santa Ana, Sonora Context triple: [Carretera Federal 2, connectsTo, Santa Ana, Sonora]
-
A.
Rosario, Sonora
Rosario is a municipality in the southern part of the Mexican state of Sonora, known for its rural communities and agricultural activities.
-
B.
Esperanza, Sonora
Esperanza, Sonora is a town within the municipality of Cajeme in the Mexican state of Sonora, known primarily as a small agricultural and residential community near Ciudad Obregón.
-
C.
Empalme, Sonora
Empalme, Sonora is a coastal city in northwestern Mexico known for its railway heritage and proximity to the Gulf of California.
-
D.
Arizpe, Sonora
Arizpe, Sonora is a historic town in northern Mexico that served as an important colonial administrative center in New Spain and is notable as the burial place of explorer Juan Bautista de Anza.
-
E.
Pueblo Yaqui, Sonora
Pueblo Yaqui, Sonora is a town in the Mexican state of Sonora that serves as one of the principal settlements of the Yaqui Indigenous people.
- 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: Santa Ana, Sonora Triple: [Carretera Federal 2, connectsTo, Santa Ana, Sonora]
Generated description
Santa Ana, Sonora is a small but important town in northwestern Mexico that serves as a key transportation hub and junction point for highways linking the U.S. border with the interior of Sonora.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Santa Ana, Sonora Target entity description: Santa Ana, Sonora is a small but important town in northwestern Mexico that serves as a key transportation hub and junction point for highways linking the U.S. border with the interior of Sonora.
-
A.
Rosario, Sonora
Rosario is a municipality in the southern part of the Mexican state of Sonora, known for its rural communities and agricultural activities.
-
B.
Esperanza, Sonora
Esperanza, Sonora is a town within the municipality of Cajeme in the Mexican state of Sonora, known primarily as a small agricultural and residential community near Ciudad Obregón.
-
C.
Empalme, Sonora
Empalme, Sonora is a coastal city in northwestern Mexico known for its railway heritage and proximity to the Gulf of California.
-
D.
Arizpe, Sonora
Arizpe, Sonora is a historic town in northern Mexico that served as an important colonial administrative center in New Spain and is notable as the burial place of explorer Juan Bautista de Anza.
-
E.
Pueblo Yaqui, Sonora
Pueblo Yaqui, Sonora is a town in the Mexican state of Sonora that serves as one of the principal settlements of the Yaqui Indigenous people.
- 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_69e0c475038c8190abb9b1a20eb8ff50 |
completed | April 16, 2026, 11:13 a.m. |
| NER | Named-entity recognition | batch_69f09133718081909faa67c3721aed52 |
completed | April 28, 2026, 10:51 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0a4bc234b08190b8e8eb2b1d59db1e |
completed | May 17, 2026, 11:14 p.m. |
| NEDg | Description generation | batch_6a0a4c77ad888190ab3800bc39f303e2 |
completed | May 17, 2026, 11:17 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0a4de7d07c8190a0ccb1c229e7fc5d |
completed | May 17, 2026, 11:23 p.m. |
Created at: April 16, 2026, 6:54 p.m.