Triple

T15427191
Position Surface form Disambiguated ID Type / Status
Subject Hermantown, Minnesota E369541 entity
Predicate transportationProximity P5822 FINISHED
Object Minnesota State Highway 194
Minnesota State Highway 194 is a state highway in northeastern Minnesota that serves as a key east–west route connecting Duluth with surrounding communities, including Hermantown.
 E1242888 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: Minnesota State Highway 194 | Statement: [Hermantown, Minnesota, transportationProximity, Minnesota State Highway 194]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Minnesota State Highway 194
Context triple: [Hermantown, Minnesota, transportationProximity, Minnesota State Highway 194]
  • A. Minnesota State Highway 19
    Minnesota State Highway 19 is an east–west state highway in southern Minnesota that connects several communities and major routes across the region.
  • B. Minnesota State Highway 139
    Minnesota State Highway 139 is a short north–south state highway in southeastern Minnesota that connects the town of Harmony to the Iowa state line.
  • C. Minnesota State Highway 91
    Minnesota State Highway 91 is a north–south state highway in southwestern Minnesota that connects rural communities and agricultural areas to larger regional routes.
  • D. Minnesota State Highway 169
    Minnesota State Highway 169 is a state highway in northeastern Minnesota that serves as a key route connecting the city of Ely to other regional destinations and recreational areas.
  • E. Minnesota State Highway 42
    Minnesota State Highway 42 is a state highway in southeastern Minnesota that runs generally north–south, connecting several small communities and rural areas between the U.S. Highway 52 corridor and the Mississippi River 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: Minnesota State Highway 194
Triple: [Hermantown, Minnesota, transportationProximity, Minnesota State Highway 194]
Generated description
Minnesota State Highway 194 is a state highway in northeastern Minnesota that serves as a key east–west route connecting Duluth with surrounding communities, including Hermantown.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Minnesota State Highway 194
Target entity description: Minnesota State Highway 194 is a state highway in northeastern Minnesota that serves as a key east–west route connecting Duluth with surrounding communities, including Hermantown.
  • A. Minnesota State Highway 19
    Minnesota State Highway 19 is an east–west state highway in southern Minnesota that connects several communities and major routes across the region.
  • B. Minnesota State Highway 139
    Minnesota State Highway 139 is a short north–south state highway in southeastern Minnesota that connects the town of Harmony to the Iowa state line.
  • C. Minnesota State Highway 91
    Minnesota State Highway 91 is a north–south state highway in southwestern Minnesota that connects rural communities and agricultural areas to larger regional routes.
  • D. Minnesota State Highway 169
    Minnesota State Highway 169 is a state highway in northeastern Minnesota that serves as a key route connecting the city of Ely to other regional destinations and recreational areas.
  • E. Minnesota State Highway 42
    Minnesota State Highway 42 is a state highway in southeastern Minnesota that runs generally north–south, connecting several small communities and rural areas between the U.S. Highway 52 corridor and the Mississippi River 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_69d85a1849f48190bf898068b2806fae completed April 10, 2026, 2:02 a.m.
NER Named-entity recognition batch_69e03ec1fb288190a3625b8e4f487dd1 completed April 16, 2026, 1:43 a.m.
NED1 Entity disambiguation (via context triple) batch_6a00d445c4848190b5c97bb27be6c749 completed May 10, 2026, 6:53 p.m.
NEDg Description generation batch_6a00d4e10e848190aaa2a83012cb58ba completed May 10, 2026, 6:56 p.m.
NED2 Entity disambiguation (via description) batch_6a00d5adee908190a13bfc765e7c8f06 completed May 10, 2026, 6:59 p.m.
Created at: April 10, 2026, 3:20 a.m.