Triple
T16415418
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tohono O'odham Nation Reservation |
E398670
|
entity |
| Predicate | hasTransportationInfrastructure |
P385
|
FINISHED |
| Object |
State Route 86 (Arizona)
State Route 86 (Arizona) is a major east–west highway in southern Arizona that connects Tucson to communities on the Tohono O'odham Nation and serves as a key route toward the U.S.–Mexico border region.
|
E1211359
|
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: State Route 86 (Arizona) | Statement: [Tohono O'odham Nation Reservation, hasTransportationInfrastructure, State Route 86 (Arizona)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: State Route 86 (Arizona) Context triple: [Tohono O'odham Nation Reservation, hasTransportationInfrastructure, State Route 86 (Arizona)]
-
A.
Arizona State Route 87
Arizona State Route 87 is a major north–south highway in Arizona that connects the Phoenix metropolitan area with the Mogollon Rim, Payson, and northeastern parts of the state.
-
B.
Arizona State Route 88
Arizona State Route 88 is a scenic highway in central Arizona known for its winding path through the Superstition Mountains and access to recreational areas such as Canyon Lake and the Tonto National Forest.
-
C.
Arizona State Route 68
Arizona State Route 68 is a state highway in northwestern Arizona that connects Bullhead City near the Colorado River to U.S. Route 93 near Kingman, serving as a key east–west corridor through the Mojave Desert.
-
D.
Arizona State Route 85
Arizona State Route 85 is a north–south state highway in Arizona that connects the U.S.–Mexico border at Lukeville with Interstate 10 near Phoenix, serving as a key route through the Sonoran Desert.
-
E.
Arizona State Route 80
Arizona State Route 80 is a state highway in southeastern Arizona that follows much of the historic route of U.S. Route 80, connecting communities such as Benson, Tombstone, Bisbee, and Douglas near the Mexican border.
- 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: State Route 86 (Arizona) Triple: [Tohono O'odham Nation Reservation, hasTransportationInfrastructure, State Route 86 (Arizona)]
Generated description
State Route 86 (Arizona) is a major east–west highway in southern Arizona that connects Tucson to communities on the Tohono O'odham Nation and serves as a key route toward the U.S.–Mexico border region.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: State Route 86 (Arizona) Target entity description: State Route 86 (Arizona) is a major east–west highway in southern Arizona that connects Tucson to communities on the Tohono O'odham Nation and serves as a key route toward the U.S.–Mexico border region.
-
A.
Arizona State Route 87
Arizona State Route 87 is a major north–south highway in Arizona that connects the Phoenix metropolitan area with the Mogollon Rim, Payson, and northeastern parts of the state.
-
B.
Arizona State Route 88
Arizona State Route 88 is a scenic highway in central Arizona known for its winding path through the Superstition Mountains and access to recreational areas such as Canyon Lake and the Tonto National Forest.
-
C.
Arizona State Route 68
Arizona State Route 68 is a state highway in northwestern Arizona that connects Bullhead City near the Colorado River to U.S. Route 93 near Kingman, serving as a key east–west corridor through the Mojave Desert.
-
D.
Arizona State Route 85
Arizona State Route 85 is a north–south state highway in Arizona that connects the U.S.–Mexico border at Lukeville with Interstate 10 near Phoenix, serving as a key route through the Sonoran Desert.
-
E.
Arizona State Route 80
Arizona State Route 80 is a state highway in southeastern Arizona that follows much of the historic route of U.S. Route 80, connecting communities such as Benson, Tombstone, Bisbee, and Douglas near the Mexican border.
- 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_69d87f2b9024819085c20e52de95d583 |
completed | April 10, 2026, 4:40 a.m. |
| NER | Named-entity recognition | batch_69e3287741008190856882b7f34024fc |
completed | April 18, 2026, 6:45 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a003c6a89988190a44515f1ca08099f |
completed | May 10, 2026, 8:06 a.m. |
| NEDg | Description generation | batch_6a003db7b0308190bc4b8065cf2c01ec |
completed | May 10, 2026, 8:11 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a003e86a9f48190ae39ec170c776604 |
completed | May 10, 2026, 8:15 a.m. |
Created at: April 10, 2026, 5:09 a.m.