Triple

T2465109
Position Surface form Disambiguated ID Type / Status
Subject Saginaw County, Michigan E55228 entity
Predicate hasMajorRiver P165 FINISHED
Object Shiawassee River
The Shiawassee River is a central Michigan waterway that flows through several counties and communities before helping form the Saginaw River, contributing significantly to the region’s watershed and ecology.
E335692 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: Shiawassee River | Statement: [Saginaw County, Michigan, hasMajorRiver, Shiawassee River]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Shiawassee River
Context triple: [Saginaw County, Michigan, hasMajorRiver, Shiawassee River]
  • A. Macatawa River
    The Macatawa River is a waterway in western Michigan that flows through the city of Holland into Lake Macatawa, providing scenic and recreational value to the surrounding area.
  • B. Tittabawassee River
    The Tittabawassee River is a central waterway in central Michigan that flows through several counties and communities before joining the Saginaw River.
  • C. Kalamazoo River
    The Kalamazoo River is a river in southwestern Michigan that flows westward into Lake Michigan and is known for both its industrial history and significant environmental restoration efforts.
  • D. Huron River
    The Huron River is a major river in southeastern Michigan known for flowing through communities like Ann Arbor and Ypsilanti and supporting extensive recreational activities and natural habitats.
  • E. Pere Marquette River
    The Pere Marquette River is a scenic, free-flowing river in western Michigan renowned for its trout and salmon fishing, paddling opportunities, and largely undeveloped natural surroundings.
  • 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: Shiawassee River
Triple: [Saginaw County, Michigan, hasMajorRiver, Shiawassee River]
Generated description
The Shiawassee River is a central Michigan waterway that flows through several counties and communities before helping form the Saginaw River, contributing significantly to the region’s watershed and ecology.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Shiawassee River
Target entity description: The Shiawassee River is a central Michigan waterway that flows through several counties and communities before helping form the Saginaw River, contributing significantly to the region’s watershed and ecology.
  • A. Macatawa River
    The Macatawa River is a waterway in western Michigan that flows through the city of Holland into Lake Macatawa, providing scenic and recreational value to the surrounding area.
  • B. Tittabawassee River
    The Tittabawassee River is a central waterway in central Michigan that flows through several counties and communities before joining the Saginaw River.
  • C. Kalamazoo River
    The Kalamazoo River is a river in southwestern Michigan that flows westward into Lake Michigan and is known for both its industrial history and significant environmental restoration efforts.
  • D. Huron River
    The Huron River is a major river in southeastern Michigan known for flowing through communities like Ann Arbor and Ypsilanti and supporting extensive recreational activities and natural habitats.
  • E. Pere Marquette River
    The Pere Marquette River is a scenic, free-flowing river in western Michigan renowned for its trout and salmon fishing, paddling opportunities, and largely undeveloped natural surroundings.
  • 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_69ab49e3622c8190ad22afa2c4fbb807 completed March 6, 2026, 9:40 p.m.
NER Named-entity recognition batch_69abd1216f44819094c46ae7c2c1e394 completed March 7, 2026, 7:17 a.m.
NED1 Entity disambiguation (via context triple) batch_69b24ab711808190a7da65abdc663cb4 completed March 12, 2026, 5:10 a.m.
NEDg Description generation batch_69b24c78cb408190948f715254175cff completed March 12, 2026, 5:17 a.m.
NED2 Entity disambiguation (via description) batch_69b24d2ce888819087cc7c3f5db0e859 completed March 12, 2026, 5:20 a.m.
Created at: March 6, 2026, 9:44 p.m.