Triple
T21329242
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Nogales, Arizona |
E525852
|
entity |
| Predicate | transportCorridor |
P3034
|
FINISHED |
| Object |
Arizona State Route 189
Arizona State Route 189 is a short state highway in Nogales, Arizona that serves as a key connector between the international border crossing and Interstate 19 for commercial and passenger traffic.
|
E1481923
|
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: Arizona State Route 189 | Statement: [Nogales, Arizona, transportCorridor, Arizona State Route 189]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Arizona State Route 189 Context triple: [Nogales, Arizona, transportCorridor, Arizona State Route 189]
-
A.
Arizona State Route 188
Arizona State Route 188 is a scenic north–south highway in central Arizona that connects the Globe–Miami area to the Roosevelt Lake region and nearby rural communities.
-
B.
Arizona State Route 191
Arizona State Route 191 is a north–south state highway in eastern Arizona that runs from near the Mexican border through several rural communities to the Utah state line.
-
C.
Arizona State Route 179
Arizona State Route 179 is a scenic highway in central Arizona known for connecting Interstate 17 to Sedona through striking red rock landscapes and popular tourist areas.
-
D.
Arizona State Route 186
Arizona State Route 186 is a state highway in southeastern Arizona that connects the city of Willcox to the Chiricahua National Monument and surrounding rural areas.
-
E.
Arizona State Route 389
Arizona State Route 389 is a state highway in northern Arizona that connects the communities near the Utah border, including the polygamous towns of Colorado City and Hilldale, and provides access to the Arizona Strip 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: Arizona State Route 189 Triple: [Nogales, Arizona, transportCorridor, Arizona State Route 189]
Generated description
Arizona State Route 189 is a short state highway in Nogales, Arizona that serves as a key connector between the international border crossing and Interstate 19 for commercial and passenger traffic.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Arizona State Route 189 Target entity description: Arizona State Route 189 is a short state highway in Nogales, Arizona that serves as a key connector between the international border crossing and Interstate 19 for commercial and passenger traffic.
-
A.
Arizona State Route 188
Arizona State Route 188 is a scenic north–south highway in central Arizona that connects the Globe–Miami area to the Roosevelt Lake region and nearby rural communities.
-
B.
Arizona State Route 191
Arizona State Route 191 is a north–south state highway in eastern Arizona that runs from near the Mexican border through several rural communities to the Utah state line.
-
C.
Arizona State Route 179
Arizona State Route 179 is a scenic highway in central Arizona known for connecting Interstate 17 to Sedona through striking red rock landscapes and popular tourist areas.
-
D.
Arizona State Route 186
Arizona State Route 186 is a state highway in southeastern Arizona that connects the city of Willcox to the Chiricahua National Monument and surrounding rural areas.
-
E.
Arizona State Route 389
Arizona State Route 389 is a state highway in northern Arizona that connects the communities near the Utah border, including the polygamous towns of Colorado City and Hilldale, and provides access to the Arizona Strip 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_69e0b51b90788190a4dd823d962626da |
completed | April 16, 2026, 10:08 a.m. |
| NER | Named-entity recognition | batch_69e7ab4f95fc819087eb32dca7da689a |
completed | April 21, 2026, 4:52 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a09bb3bd9dc8190b7b0c6e41e9ee8e4 |
completed | May 17, 2026, 12:57 p.m. |
| NEDg | Description generation | batch_6a09bea2b9788190b41d3da0b5f3329e |
completed | May 17, 2026, 1:12 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a09bf3466848190b2a5793f5f51efd7 |
completed | May 17, 2026, 1:14 p.m. |
Created at: April 16, 2026, 4:42 p.m.