Triple

T14988433
Position Surface form Disambiguated ID Type / Status
Subject M-104 (Michigan highway) E373766 entity
Predicate westernTerminus P388 FINISHED
Object US Highway 31 in Ferrysburg, Michigan
US Highway 31 in Ferrysburg, Michigan is a major north–south U.S. highway along the Lake Michigan shoreline that serves as a key regional route through the Ferrysburg area.
E935141 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: US Highway 31 in Ferrysburg, Michigan | Statement: [M-104 (Michigan highway), westernTerminus, US Highway 31 in Ferrysburg, Michigan]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: US Highway 31 in Ferrysburg, Michigan
Context triple: [M-104 (Michigan highway), westernTerminus, US Highway 31 in Ferrysburg, Michigan]
  • A. 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.
  • B. Michigan Highway 31
    Michigan Highway 31 is a major north–south state trunkline in Michigan that runs along much of the state’s western side, connecting numerous communities and serving as a key regional transportation route.
  • C. US Highway 41 at Copper Harbor
    US Highway 41 at Copper Harbor is the scenic northern endpoint of U.S. Route 41 on Michigan’s Keweenaw Peninsula, overlooking Lake Superior.
  • 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: US Highway 31 in Ferrysburg, Michigan
Triple: [M-104 (Michigan highway), westernTerminus, US Highway 31 in Ferrysburg, Michigan]
Generated description
US Highway 31 in Ferrysburg, Michigan is a major north–south U.S. highway along the Lake Michigan shoreline that serves as a key regional route through the Ferrysburg area.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: US Highway 31 in Ferrysburg, Michigan
Target entity description: US Highway 31 in Ferrysburg, Michigan is a major north–south U.S. highway along the Lake Michigan shoreline that serves as a key regional route through the Ferrysburg area.
  • A. 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.
  • B. Michigan Highway 31 chosen
    Michigan Highway 31 is a major north–south state trunkline in Michigan that runs along much of the state’s western side, connecting numerous communities and serving as a key regional transportation route.
  • C. US Highway 41 at Copper Harbor
    US Highway 41 at Copper Harbor is the scenic northern endpoint of U.S. Route 41 on Michigan’s Keweenaw Peninsula, overlooking Lake Superior.
  • 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_69d85ccc84388190aa151e5173370c8d completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69ded7148a308190a687f4d0d61397c6 completed April 15, 2026, 12:08 a.m.
NED1 Entity disambiguation (via context triple) batch_69fe8c036bfc8190b01bf2128403f557 completed May 9, 2026, 1:21 a.m.
NEDg Description generation batch_69fe8dc977448190a01c55d99d4d9034 completed May 9, 2026, 1:28 a.m.
NED2 Entity disambiguation (via description) batch_69fe8e9e62a4819089b3568d277d5262 completed May 9, 2026, 1:32 a.m.
Created at: April 10, 2026, 2:53 a.m.