Triple

T17848729
Position Surface form Disambiguated ID Type / Status
Subject Luzerne, Michigan E445733 entity
Predicate locatedOn P40 FINISHED
Object Michigan State Highway M-72 — 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: Michigan State Highway M-72 | Statement: [Luzerne, Michigan, locatedOn, Michigan State Highway M-72]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Michigan State Highway M-72
Context triple: [Luzerne, Michigan, locatedOn, Michigan State Highway M-72]
  • A. Michigan State Highway M-32
    Michigan State Highway M-32 is an east–west state trunkline highway in northern Michigan that connects several communities across the northern Lower Peninsula.
  • B. Michigan State Highway M-52
    Michigan State Highway M-52 is a north–south state trunkline in Michigan that connects several communities in the southern and central parts of the state, including the village of Dexter.
  • C. Michigan State Highway M-37
    Michigan State Highway M-37 is a north–south state trunkline route in Michigan that runs from the Grand Rapids area northward through several communities to the Traverse City region.
  • D. Michigan State Highway M-21
    Michigan State Highway M-21 is an east–west state trunkline in Michigan that connects several communities across the western and central parts of the state.
  • E. Michigan State Highway M-51
    Michigan State Highway M-51 is a north–south state trunkline in southwestern Michigan that connects the city of Niles with other regional routes and communities.
  • 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: Michigan State Highway M-72
Target entity description: Michigan State Highway M-72 is an east–west state trunkline in Michigan that traverses the northern Lower Peninsula, connecting several small communities and recreational areas across the region.
  • A. Michigan State Highway M-32
    Michigan State Highway M-32 is an east–west state trunkline highway in northern Michigan that connects several communities across the northern Lower Peninsula.
  • B. Michigan State Highway M-52
    Michigan State Highway M-52 is a north–south state trunkline in Michigan that connects several communities in the southern and central parts of the state, including the village of Dexter.
  • C. Michigan State Highway M-37
    Michigan State Highway M-37 is a north–south state trunkline route in Michigan that runs from the Grand Rapids area northward through several communities to the Traverse City region.
  • D. Michigan State Highway M-21
    Michigan State Highway M-21 is an east–west state trunkline in Michigan that connects several communities across the western and central parts of the state.
  • E. Michigan State Highway M-51
    Michigan State Highway M-51 is a north–south state trunkline in southwestern Michigan that connects the city of Niles with other regional routes and communities.
  • 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_69d8b9f26f18819089c9e43250bee6ae completed April 10, 2026, 8:50 a.m.
NER Named-entity recognition batch_69e48ffd7e2c81909a42cc7ab64e7db9 completed April 19, 2026, 8:19 a.m.
Created at: April 10, 2026, 10:16 a.m.