Triple

T8878258
Position Surface form Disambiguated ID Type / Status
Subject Munising, Michigan E211342 entity
Predicate roadAccessVia P9041 FINISHED
Object M-94
M-94 is a state highway in Michigan’s Upper Peninsula that serves as a key route connecting the city of Munising with surrounding communities and natural attractions.
 E764711 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: M-94 | Statement: [Munising, Michigan, roadAccessVia, M-94]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: M-94
Context triple: [Munising, Michigan, roadAccessVia, M-94]
  • A. M-39
    M-39 is a state highway in Michigan commonly known as the Southfield Freeway, serving as a major north–south commuter route in the Detroit metropolitan area.
  • B. M-91
    M-91 is a state trunkline highway in Michigan that runs through Montcalm County, connecting local communities to the broader state road network.
  • C. M-97
    M-97 is a state highway in Michigan that serves as a key transportation route through the Detroit metropolitan area, including Warren.
  • D. M-24
    M-24 is a state highway in Michigan that serves as a key north–south transportation route through communities such as Orion Township.
  • E. M-59
    M-59 is an east–west state highway in southeastern Michigan that serves as a major suburban arterial route connecting communities north of Detroit.
  • 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: M-94
Triple: [Munising, Michigan, roadAccessVia, M-94]
Generated description
M-94 is a state highway in Michigan’s Upper Peninsula that serves as a key route connecting the city of Munising with surrounding communities and natural attractions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: M-94
Target entity description: M-94 is a state highway in Michigan’s Upper Peninsula that serves as a key route connecting the city of Munising with surrounding communities and natural attractions.
  • A. M-39
    M-39 is a state highway in Michigan commonly known as the Southfield Freeway, serving as a major north–south commuter route in the Detroit metropolitan area.
  • B. M-91
    M-91 is a state trunkline highway in Michigan that runs through Montcalm County, connecting local communities to the broader state road network.
  • C. M-97
    M-97 is a state highway in Michigan that serves as a key transportation route through the Detroit metropolitan area, including Warren.
  • D. M-24
    M-24 is a state highway in Michigan that serves as a key north–south transportation route through communities such as Orion Township.
  • E. M-59
    M-59 is an east–west state highway in southeastern Michigan that serves as a major suburban arterial route connecting communities north of Detroit.
  • 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_69ca838e78748190934d82db3104f855 completed March 30, 2026, 2:07 p.m.
NER Named-entity recognition batch_69cc61496870819097c55c73aca62aac completed April 1, 2026, 12:05 a.m.
NED1 Entity disambiguation (via context triple) batch_69cfabb87c3481908cf11f2e246f42eb completed April 3, 2026, 11:59 a.m.
NEDg Description generation batch_69cfacc9b53081909bd3505cff0a7722 completed April 3, 2026, 12:04 p.m.
NED2 Entity disambiguation (via description) batch_69cfad6fff348190b0491ba38d2e6ce5 completed April 3, 2026, 12:07 p.m.
Created at: March 30, 2026, 6:52 p.m.