Triple
T5834468
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Pima County, Arizona |
E129433
|
entity |
| Predicate | contains |
P35
|
FINISHED |
| Object |
Marana, Arizona
Marana, Arizona is a growing suburban town in southern Arizona known for its agriculture, outdoor recreation, and proximity to the Tucson metropolitan area.
|
E576585
|
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: Marana, Arizona | Statement: [Pima County, Arizona, contains, Marana, Arizona]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Marana, Arizona Context triple: [Pima County, Arizona, contains, Marana, Arizona]
-
A.
Wellton, Arizona
Wellton, Arizona is a small town in southwestern Arizona known for its agricultural surroundings and location along Interstate 8 east of Yuma.
-
B.
Mayer, Arizona
Mayer, Arizona is a small unincorporated community and census-designated place in central Arizona known for its historic buildings and rural, high-desert setting.
-
C.
Guadalupe, Arizona
Guadalupe, Arizona is a small, predominantly Yaqui and Mexican-American town in Maricopa County known for its rich cultural traditions and location between Phoenix and Tempe.
-
D.
Tsaile, Arizona
Tsaile, Arizona is a small Navajo Nation community in Apache County known primarily as the home of Diné College and its scenic high-desert surroundings.
-
E.
La Paz, Arizona
La Paz, Arizona was a 19th-century Colorado River mining town and former county seat whose name was later adopted by La Paz County.
- 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: Marana, Arizona Triple: [Pima County, Arizona, contains, Marana, Arizona]
Generated description
Marana, Arizona is a growing suburban town in southern Arizona known for its agriculture, outdoor recreation, and proximity to the Tucson metropolitan area.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Marana, Arizona Target entity description: Marana, Arizona is a growing suburban town in southern Arizona known for its agriculture, outdoor recreation, and proximity to the Tucson metropolitan area.
-
A.
Wellton, Arizona
Wellton, Arizona is a small town in southwestern Arizona known for its agricultural surroundings and location along Interstate 8 east of Yuma.
-
B.
Mayer, Arizona
Mayer, Arizona is a small unincorporated community and census-designated place in central Arizona known for its historic buildings and rural, high-desert setting.
-
C.
Guadalupe, Arizona
Guadalupe, Arizona is a small, predominantly Yaqui and Mexican-American town in Maricopa County known for its rich cultural traditions and location between Phoenix and Tempe.
-
D.
Tsaile, Arizona
Tsaile, Arizona is a small Navajo Nation community in Apache County known primarily as the home of Diné College and its scenic high-desert surroundings.
-
E.
La Paz, Arizona
La Paz, Arizona was a 19th-century Colorado River mining town and former county seat whose name was later adopted by La Paz County.
- 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_69c0084af79c81908af128ccc29983d0 |
completed | March 22, 2026, 3:18 p.m. |
| NER | Named-entity recognition | batch_69c034a1e6a88190b1aac05511793315 |
completed | March 22, 2026, 6:27 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c16e8061008190bab55d4f7cf38d04 |
completed | March 23, 2026, 4:46 p.m. |
| NEDg | Description generation | batch_69c1e3029cbc8190bed9449ec60412c0 |
completed | March 24, 2026, 1:04 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c1e42a4c848190bc3a9273d5a6e211 |
completed | March 24, 2026, 1:08 a.m. |
Created at: March 22, 2026, 3:54 p.m.