Triple
T15639369
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ash River, Minnesota, United States |
E376026
|
entity |
| Predicate | accessibleVia |
P1985
|
FINISHED |
| Object |
U.S. Route 53 (nearby)
U.S. Route 53 is a major north–south U.S. Highway in the Upper Midwest that connects Duluth, Minnesota to International Falls and continues into northern Wisconsin.
|
E1168482
|
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: U.S. Route 53 (nearby) | Statement: [Ash River, Minnesota, United States, accessibleVia, U.S. Route 53 (nearby)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: U.S. Route 53 (nearby) Context triple: [Ash River, Minnesota, United States, accessibleVia, U.S. Route 53 (nearby)]
-
A.
U.S. Route 50 (nearby)
U.S. Route 50 is a major east–west U.S. Highway that spans the country from the Atlantic coast in Maryland to the Pacific coast in California.
-
B.
U.S. Route 58 (nearby)
U.S. Route 58 is a major east–west highway in southern Virginia that connects numerous rural communities and regional centers across the state.
-
C.
U.S. Route 56 nearby
U.S. Route 56 is a U.S. highway running generally east–west across the central United States, connecting several Midwestern and Great Plains states.
-
D.
U.S. Route 33 (nearby regional route)
U.S. Route 33 is a major U.S. highway running through several Midwestern and Appalachian states, serving as an important regional connector between urban centers and smaller communities.
-
E.
State Route 530 (nearby access)
State Route 530 is a Washington state highway that provides regional access through rural Snohomish and Skagit counties, connecting communities such as Darrington and Arlington near Concrete.
- 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: U.S. Route 53 (nearby) Triple: [Ash River, Minnesota, United States, accessibleVia, U.S. Route 53 (nearby)]
Generated description
U.S. Route 53 is a major north–south U.S. Highway in the Upper Midwest that connects Duluth, Minnesota to International Falls and continues into northern Wisconsin.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: U.S. Route 53 (nearby) Target entity description: U.S. Route 53 is a major north–south U.S. Highway in the Upper Midwest that connects Duluth, Minnesota to International Falls and continues into northern Wisconsin.
-
A.
U.S. Route 50 (nearby)
U.S. Route 50 is a major east–west U.S. Highway that spans the country from the Atlantic coast in Maryland to the Pacific coast in California.
-
B.
U.S. Route 58 (nearby)
U.S. Route 58 is a major east–west highway in southern Virginia that connects numerous rural communities and regional centers across the state.
-
C.
U.S. Route 56 nearby
U.S. Route 56 is a U.S. highway running generally east–west across the central United States, connecting several Midwestern and Great Plains states.
-
D.
U.S. Route 33 (nearby regional route)
U.S. Route 33 is a major U.S. highway running through several Midwestern and Appalachian states, serving as an important regional connector between urban centers and smaller communities.
-
E.
State Route 530 (nearby access)
State Route 530 is a Washington state highway that provides regional access through rural Snohomish and Skagit counties, connecting communities such as Darrington and Arlington near Concrete.
- 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_69d85cd035a48190b73d5579ab73969a |
completed | April 10, 2026, 2:13 a.m. |
| NER | Named-entity recognition | batch_69e04ed06b388190bfebb77fe70e7df1 |
completed | April 16, 2026, 2:52 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ff5f4b693c81908fd324a5e92fc23c |
completed | May 9, 2026, 4:22 p.m. |
| NEDg | Description generation | batch_69ff612f54a48190a392a3712db4c907 |
completed | May 9, 2026, 4:30 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ff61fbcad481908af89369458b23ca |
completed | May 9, 2026, 4:34 p.m. |
Created at: April 10, 2026, 4:14 a.m.