Triple

T14134526
Position Surface form Disambiguated ID Type / Status
Subject Cass River E350254 entity
Predicate hasTributary P415 FINISHED
Object Bad River (Michigan)
Bad River (Michigan) is a small river in the central Lower Peninsula of Michigan that serves as a tributary within the Cass River watershed.
 E1081823 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: Bad River (Michigan) | Statement: [Cass River, hasTributary, Bad River (Michigan)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bad River (Michigan)
Context triple: [Cass River, hasTributary, Bad River (Michigan)]
  • A. Rapid River, Michigan
    Rapid River, Michigan is a small unincorporated community in Delta County known as a gateway to outdoor recreation in Michigan’s Upper Peninsula, including access to the Hiawatha National Forest.
  • B. Dead River (Michigan)
    Dead River is a river in Michigan’s Upper Peninsula that flows through Marquette County into Lake Superior, historically significant for its role in local industry and recreation.
  • C. Iron River, Michigan
    Iron River, Michigan is a small city in Michigan’s Upper Peninsula historically known as a mining community within the Menominee Iron Range.
  • D. Wequetonsing, Michigan
    Wequetonsing, Michigan is a small historic summer resort community on the shore of Little Traverse Bay in Emmet County in the northern Lower Peninsula of Michigan.
  • E. Menominee, Michigan
    Menominee, Michigan is a small city at the southern tip of Michigan’s Upper Peninsula on the shores of Green Bay, known for its historic lumber industry and waterfront location.
  • 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: Bad River (Michigan)
Triple: [Cass River, hasTributary, Bad River (Michigan)]
Generated description
Bad River (Michigan) is a small river in the central Lower Peninsula of Michigan that serves as a tributary within the Cass River watershed.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bad River (Michigan)
Target entity description: Bad River (Michigan) is a small river in the central Lower Peninsula of Michigan that serves as a tributary within the Cass River watershed.
  • A. Rapid River, Michigan
    Rapid River, Michigan is a small unincorporated community in Delta County known as a gateway to outdoor recreation in Michigan’s Upper Peninsula, including access to the Hiawatha National Forest.
  • B. Dead River (Michigan)
    Dead River is a river in Michigan’s Upper Peninsula that flows through Marquette County into Lake Superior, historically significant for its role in local industry and recreation.
  • C. Iron River, Michigan
    Iron River, Michigan is a small city in Michigan’s Upper Peninsula historically known as a mining community within the Menominee Iron Range.
  • D. Wequetonsing, Michigan
    Wequetonsing, Michigan is a small historic summer resort community on the shore of Little Traverse Bay in Emmet County in the northern Lower Peninsula of Michigan.
  • E. Menominee, Michigan
    Menominee, Michigan is a small city at the southern tip of Michigan’s Upper Peninsula on the shores of Green Bay, known for its historic lumber industry and waterfront location.
  • 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_69d827865f608190b311820428ae027b completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de610e949c8190852d336c9d12bfd0 completed April 14, 2026, 3:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69fcdf14439c81908b2a9999a35cc346 completed May 7, 2026, 6:51 p.m.
NEDg Description generation batch_69fce396360481909fe12fdee307d00d completed May 7, 2026, 7:10 p.m.
NED2 Entity disambiguation (via description) batch_69fce3d07f048190833bd56b46a9f5fb completed May 7, 2026, 7:11 p.m.
Created at: April 9, 2026, 11:45 p.m.