Triple

T6113266
Position Surface form Disambiguated ID Type / Status
Subject Ionia County, Michigan E136295 entity
Predicate hasMajorHighway P385 FINISHED
Object M-21 (Michigan highway) E425978 NE FINISHED

How this triple was built (2 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: M-21 (Michigan highway) | Statement: [Ionia County, Michigan, hasMajorHighway, M-21 (Michigan highway)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: M-21 (Michigan highway)
Context triple: [Ionia County, Michigan, hasMajorHighway, M-21 (Michigan highway)]
  • A. M-21 (Michigan highway) chosen
    M-21 is an east–west state trunkline highway in Michigan that runs through several counties, including Kent County, and serves as a key regional route connecting communities in the western part of the state.
  • B. M-20 (Michigan highway)
    M-20 is an east–west state trunkline highway in Michigan that runs across the central part of the Lower Peninsula, connecting communities such as Big Rapids and Mount Pleasant to US-131 and US-10.
  • C. M-11 (Michigan highway)
    M-11 is an east–west state trunkline highway in western Michigan that serves the Grand Rapids metropolitan area.
  • D. M-28 (Michigan highway)
    M-28 is a major east–west state trunkline highway in Michigan’s Upper Peninsula that serves as a key route through communities such as Marquette.
  • E. M-25 (Michigan highway)
    M-25 is a state trunkline highway in Michigan that follows the shoreline of Lake Huron and Saginaw Bay, connecting several communities in the state's Thumb region.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69c0089ea6f88190b349be53e04b4f5f completed March 22, 2026, 3:19 p.m.
NER Named-entity recognition batch_69c05bbf2ee4819097af2cce9248bf4e completed March 22, 2026, 9:14 p.m.
NED1 Entity disambiguation (via context triple) batch_69c12566fb908190bb9c27fe64f618cd completed March 23, 2026, 11:35 a.m.
Created at: March 22, 2026, 4:14 p.m.