Triple

T20883686
Position Surface form Disambiguated ID Type / Status
Subject U.S. Route 2 in Minnesota E514215 entity
Predicate connectsTo P845 FINISHED
Object U.S. Route 169 in Grand Rapids
U.S. Route 169 in Grand Rapids is a segment of the north–south U.S. Highway that serves the Grand Rapids, Minnesota area, providing regional connectivity and access to other major routes.
E1441407 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 169 in Grand Rapids | Statement: [U.S. Route 2 in Minnesota, connectsTo, U.S. Route 169 in Grand Rapids]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: U.S. Route 169 in Grand Rapids
Context triple: [U.S. Route 2 in Minnesota, connectsTo, U.S. Route 169 in Grand Rapids]
  • A. U.S. Route 169 in Minnesota
    U.S. Route 169 in Minnesota is a major north–south highway that connects the Minneapolis–Saint Paul metropolitan area with communities in central and northern Minnesota, serving as an important regional transportation corridor.
  • B. U.S. Route 23 in Michigan
    U.S. Route 23 in Michigan is a major north–south highway that runs along the state's eastern side, connecting Ohio to the Straits of Mackinac and serving key communities along Lake Huron.
  • C. US Highway 127 in Michigan
    US Highway 127 in Michigan is a major north–south U.S. highway running through the center of the state, connecting communities from the Ohio state line up toward northern Lower Michigan.
  • D. US-131 near Big Rapids, Michigan
    US-131 near Big Rapids, Michigan is a major north–south freeway in western Michigan that serves as a key regional route connecting Big Rapids with other parts of the state.
  • E. U.S. Route 2 in Michigan
    U.S. Route 2 in Michigan is a major east–west federal highway traversing the state's Upper Peninsula, connecting rural communities and serving as a key route for regional travel and commerce.
  • 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 169 in Grand Rapids
Triple: [U.S. Route 2 in Minnesota, connectsTo, U.S. Route 169 in Grand Rapids]
Generated description
U.S. Route 169 in Grand Rapids is a segment of the north–south U.S. Highway that serves the Grand Rapids, Minnesota area, providing regional connectivity and access to other major routes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: U.S. Route 169 in Grand Rapids
Target entity description: U.S. Route 169 in Grand Rapids is a segment of the north–south U.S. Highway that serves the Grand Rapids, Minnesota area, providing regional connectivity and access to other major routes.
  • A. U.S. Route 169 in Minnesota chosen
    U.S. Route 169 in Minnesota is a major north–south highway that connects the Minneapolis–Saint Paul metropolitan area with communities in central and northern Minnesota, serving as an important regional transportation corridor.
  • B. U.S. Route 23 in Michigan
    U.S. Route 23 in Michigan is a major north–south highway that runs along the state's eastern side, connecting Ohio to the Straits of Mackinac and serving key communities along Lake Huron.
  • C. US Highway 127 in Michigan
    US Highway 127 in Michigan is a major north–south U.S. highway running through the center of the state, connecting communities from the Ohio state line up toward northern Lower Michigan.
  • D. US-131 near Big Rapids, Michigan
    US-131 near Big Rapids, Michigan is a major north–south freeway in western Michigan that serves as a key regional route connecting Big Rapids with other parts of the state.
  • E. U.S. Route 2 in Michigan
    U.S. Route 2 in Michigan is a major east–west federal highway traversing the state's Upper Peninsula, connecting rural communities and serving as a key route for regional travel and commerce.
  • 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_69e0b4f733f081908a401c0b7beb0b9f completed April 16, 2026, 10:07 a.m.
NER Named-entity recognition batch_69e6c67bd32c819097301e330e358c49 completed April 21, 2026, 12:36 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0913a67fec819093ea6b8388f983f0 completed May 17, 2026, 1:02 a.m.
NEDg Description generation batch_6a0914d5ffb081909f7eca2593de8a10 completed May 17, 2026, 1:07 a.m.
NED2 Entity disambiguation (via description) batch_6a0915665ec081909695a6c4aba50dbc completed May 17, 2026, 1:09 a.m.
Created at: April 16, 2026, 12:46 p.m.