Triple

T12238573
Position Surface form Disambiguated ID Type / Status
Subject Skandia, Michigan E291665 entity
Predicate transportationCorridor P385 FINISHED
Object US 41/M-28 corridor
The US 41/M-28 corridor is a major highway route in Michigan’s Upper Peninsula that serves as a key east–west transportation and economic link for communities such as Skandia.
E966307 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 41/M-28 corridor | Statement: [Skandia, Michigan, transportationCorridor, US 41/M-28 corridor]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: US 41/M-28 corridor
Context triple: [Skandia, Michigan, transportationCorridor, US 41/M-28 corridor]
  • A. I-225 Corridor
    The I-225 Corridor is a major transportation and development corridor in the Denver–Aurora metropolitan area that follows Interstate 225 and hosts key transit, commercial, and residential hubs.
  • B. I-88 Corridor
    The I-88 Corridor is a major suburban business and technology hub in Illinois, home to numerous corporate headquarters, research facilities, and high-tech industries along Interstate 88 west of Chicago.
  • C. Michigan State Highway M-28
    Michigan State Highway M-28 is a major east–west state trunkline highway that spans Michigan’s Upper Peninsula, connecting numerous rural communities and serving as a key regional transportation corridor.
  • D. M-85 corridor
    The M-85 corridor is a major transportation route in the Detroit–Windsor region that integrates key crossings and roadways to facilitate cross-border traffic and regional connectivity.
  • E. Michigan State Highway M-64
    Michigan State Highway M-64 is a north–south state trunkline in Michigan’s Upper Peninsula that runs through several rural communities and scenic areas, including Bergland.
  • 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 41/M-28 corridor
Triple: [Skandia, Michigan, transportationCorridor, US 41/M-28 corridor]
Generated description
The US 41/M-28 corridor is a major highway route in Michigan’s Upper Peninsula that serves as a key east–west transportation and economic link for communities such as Skandia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: US 41/M-28 corridor
Target entity description: The US 41/M-28 corridor is a major highway route in Michigan’s Upper Peninsula that serves as a key east–west transportation and economic link for communities such as Skandia.
  • A. I-225 Corridor
    The I-225 Corridor is a major transportation and development corridor in the Denver–Aurora metropolitan area that follows Interstate 225 and hosts key transit, commercial, and residential hubs.
  • B. I-88 Corridor
    The I-88 Corridor is a major suburban business and technology hub in Illinois, home to numerous corporate headquarters, research facilities, and high-tech industries along Interstate 88 west of Chicago.
  • C. Michigan State Highway M-28 chosen
    Michigan State Highway M-28 is a major east–west state trunkline highway that spans Michigan’s Upper Peninsula, connecting numerous rural communities and serving as a key regional transportation corridor.
  • D. M-85 corridor
    The M-85 corridor is a major transportation route in the Detroit–Windsor region that integrates key crossings and roadways to facilitate cross-border traffic and regional connectivity.
  • E. Michigan State Highway M-64
    Michigan State Highway M-64 is a north–south state trunkline in Michigan’s Upper Peninsula that runs through several rural communities and scenic areas, including Bergland.
  • 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_69d6ab67950c8190be08450a06228c4b completed April 8, 2026, 7:24 p.m.
NER Named-entity recognition batch_69d91cb45340819093365f8efdf85f75 completed April 10, 2026, 3:52 p.m.
NED1 Entity disambiguation (via context triple) batch_69f62a9057408190a25f44d773b2b178 completed May 2, 2026, 4:47 p.m.
NEDg Description generation batch_69f62ef1cc4481909bc9fc768a9ef1f2 completed May 2, 2026, 5:05 p.m.
NED2 Entity disambiguation (via description) batch_69f62f808b1481908f529decdbfc5be6 completed May 2, 2026, 5:08 p.m.
Created at: April 8, 2026, 9:51 p.m.