Triple

T11102278
Position Surface form Disambiguated ID Type / Status
Subject Chums Corner, Michigan E262540 entity
Predicate transportJunctionOf P36754 FINISHED
Object US Highway 31 NE NERFINISHED

How this triple was built (3 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: US Highway 31 | Statement: [Chums Corner, Michigan, transportJunctionOf, US Highway 31]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: US Highway 31
Context triple: [Chums Corner, Michigan, transportJunctionOf, US Highway 31]
  • A. U.S. Highway 53
    U.S. Highway 53 is a major north–south U.S. highway in the Upper Midwest that runs through Minnesota and Wisconsin, connecting cities such as Duluth with northern communities.
  • B. National Highway 31
    National Highway 31 is a major Indian roadway that serves as an important transportation corridor connecting key cities and regions in northern and eastern India.
  • C. U.S. Route 311
    U.S. Route 311 is a U.S. highway in North Carolina that connects the Piedmont Triad region with surrounding communities, serving as a key corridor for local and regional traffic.
  • D. National Highway 53
    National Highway 53 is a major Indian roadway that runs across multiple states in central and western India, facilitating key east–west transportation and trade routes.
  • E. National Highway 37
    National Highway 37 is a major roadway in the Indian state of Assam that runs across the Brahmaputra Valley, linking several key towns and cities in the region.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: US Highway 31
Target entity description: US Highway 31 is a major north–south U.S. highway running through several Midwestern and Southern states, connecting communities along the shores of Lake Michigan down to the Gulf Coast.
  • A. U.S. Highway 53
    U.S. Highway 53 is a major north–south U.S. highway in the Upper Midwest that runs through Minnesota and Wisconsin, connecting cities such as Duluth with northern communities.
  • B. National Highway 31
    National Highway 31 is a major Indian roadway that serves as an important transportation corridor connecting key cities and regions in northern and eastern India.
  • C. U.S. Route 311
    U.S. Route 311 is a U.S. highway in North Carolina that connects the Piedmont Triad region with surrounding communities, serving as a key corridor for local and regional traffic.
  • D. National Highway 53
    National Highway 53 is a major Indian roadway that runs across multiple states in central and western India, facilitating key east–west transportation and trade routes.
  • E. National Highway 37
    National Highway 37 is a major roadway in the Indian state of Assam that runs across the Brahmaputra Valley, linking several key towns and cities in the region.
  • F. None of above. chosen

Provenance (2 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_69d6aa9a40d88190a373e2c7e48285db completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d79a2c30a481908c45020c37caebe4 completed April 9, 2026, 12:23 p.m.
Created at: April 8, 2026, 9:27 p.m.