Triple
T6309366
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Sierra Vista, Arizona |
E141460
|
entity |
| Predicate | partOfMetropolitanArea |
P294
|
FINISHED |
| Object |
Sierra Vista–Douglas metropolitan area
The Sierra Vista–Douglas metropolitan area is a small metropolitan region in southeastern Arizona centered around the cities of Sierra Vista and Douglas in Cochise County.
|
E141460
|
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: Sierra Vista–Douglas metropolitan area | Statement: [Sierra Vista, Arizona, partOfMetropolitanArea, Sierra Vista–Douglas metropolitan area]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Sierra Vista–Douglas metropolitan area Context triple: [Sierra Vista, Arizona, partOfMetropolitanArea, Sierra Vista–Douglas metropolitan area]
-
A.
San Luis–Yuma metropolitan area
The San Luis–Yuma metropolitan area is a binational urban region spanning parts of southwestern Arizona in the United States and northwestern Sonora in Mexico, centered around the cities of Yuma and San Luis Río Colorado.
-
B.
Sierra Vista, Arizona
Sierra Vista, Arizona is a city in southeastern Arizona that serves as a commercial, residential, and cultural hub for the surrounding region, closely associated with the nearby U.S. Army installation at Fort Huachuca.
-
C.
Albuquerque metropolitan area
The Albuquerque metropolitan area is a population and economic hub in central New Mexico centered on the city of Albuquerque and encompassing surrounding counties and communities.
-
D.
Mesa Central
Mesa Central is a high, semi-arid plateau region in central Mexico known for its basins, volcanic ranges, and significant agricultural and urban centers.
-
E.
El Paso–Juárez metropolitan area
The El Paso–Juárez metropolitan area is a major binational urban region spanning the U.S.–Mexico border, centered on the cities of El Paso, Texas, and Ciudad Juárez, Chihuahua, and closely linked through extensive economic, social, and cultural ties.
- 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: Sierra Vista–Douglas metropolitan area Triple: [Sierra Vista, Arizona, partOfMetropolitanArea, Sierra Vista–Douglas metropolitan area]
Generated description
The Sierra Vista–Douglas metropolitan area is a small metropolitan region in southeastern Arizona centered around the cities of Sierra Vista and Douglas in Cochise County.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Sierra Vista–Douglas metropolitan area Target entity description: The Sierra Vista–Douglas metropolitan area is a small metropolitan region in southeastern Arizona centered around the cities of Sierra Vista and Douglas in Cochise County.
-
A.
San Luis–Yuma metropolitan area
The San Luis–Yuma metropolitan area is a binational urban region spanning parts of southwestern Arizona in the United States and northwestern Sonora in Mexico, centered around the cities of Yuma and San Luis Río Colorado.
-
B.
Sierra Vista, Arizona
chosen
Sierra Vista, Arizona is a city in southeastern Arizona that serves as a commercial, residential, and cultural hub for the surrounding region, closely associated with the nearby U.S. Army installation at Fort Huachuca.
-
C.
Albuquerque metropolitan area
The Albuquerque metropolitan area is a population and economic hub in central New Mexico centered on the city of Albuquerque and encompassing surrounding counties and communities.
-
D.
Mesa Central
Mesa Central is a high, semi-arid plateau region in central Mexico known for its basins, volcanic ranges, and significant agricultural and urban centers.
-
E.
El Paso–Juárez metropolitan area
The El Paso–Juárez metropolitan area is a major binational urban region spanning the U.S.–Mexico border, centered on the cities of El Paso, Texas, and Ciudad Juárez, Chihuahua, and closely linked through extensive economic, social, and cultural ties.
- F. None of above.
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_69c008d00efc8190a36c05b4b4a3bf4b |
completed | March 22, 2026, 3:20 p.m. |
| NER | Named-entity recognition | batch_69c0647f13a4819095c4ce8c42c5d1fb |
completed | March 22, 2026, 9:51 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c5e45a924081909a1190ce2987b16d |
completed | March 27, 2026, 1:58 a.m. |
| NEDg | Description generation | batch_69c5e83baa8c819083ac5d8ed402f8b9 |
completed | March 27, 2026, 2:15 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c5e8cf4f7881908ede524ba24c1c9a |
completed | March 27, 2026, 2:17 a.m. |
Created at: March 22, 2026, 4:28 p.m.