Triple

T14134544
Position Surface form Disambiguated ID Type / Status
Subject Cass River E350254 entity
Predicate flowsThroughRegion P285 FINISHED
Object Saginaw Valley
Saginaw Valley is a lowland region in east-central Michigan known for its agricultural lands, industrial history, and the convergence of several rivers that drain into Saginaw Bay.
E1117547 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: Saginaw Valley | Statement: [Cass River, flowsThroughRegion, Saginaw Valley]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Saginaw Valley
Context triple: [Cass River, flowsThroughRegion, Saginaw Valley]
  • A. 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.
  • B. Chippewa Valley
    Chippewa Valley is a region in west-central Wisconsin known for its rivers, forests, and communities such as Eau Claire and Chippewa Falls.
  • C. Downriver, Michigan
    Downriver, Michigan is a suburban region south of Detroit comprising several working- and middle-class communities along the Detroit River.
  • D. Mattawa
    Mattawa is a small town in northeastern Ontario, Canada, located at the confluence of the Mattawa and Ottawa Rivers and known historically as a key fur trade and logging route.
  • E. Battle Creek
    Battle Creek is a stream in Maryland that flows through the Battle Creek Cypress Swamp Sanctuary, supporting its unique wetland ecosystem.
  • 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: Saginaw Valley
Triple: [Cass River, flowsThroughRegion, Saginaw Valley]
Generated description
Saginaw Valley is a lowland region in east-central Michigan known for its agricultural lands, industrial history, and the convergence of several rivers that drain into Saginaw Bay.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Saginaw Valley
Target entity description: Saginaw Valley is a lowland region in east-central Michigan known for its agricultural lands, industrial history, and the convergence of several rivers that drain into Saginaw Bay.
  • A. 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.
  • B. Chippewa Valley
    Chippewa Valley is a region in west-central Wisconsin known for its rivers, forests, and communities such as Eau Claire and Chippewa Falls.
  • C. Downriver, Michigan
    Downriver, Michigan is a suburban region south of Detroit comprising several working- and middle-class communities along the Detroit River.
  • D. Mattawa
    Mattawa is a small town in northeastern Ontario, Canada, located at the confluence of the Mattawa and Ottawa Rivers and known historically as a key fur trade and logging route.
  • E. Battle Creek
    Battle Creek is a stream in Maryland that flows through the Battle Creek Cypress Swamp Sanctuary, supporting its unique wetland ecosystem.
  • 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_69fdfb710b34819094e3387a3ef6fcff completed May 8, 2026, 3:04 p.m.
NEDg Description generation batch_69fe025c0a9881908d76aeb534087913 completed May 8, 2026, 3:33 p.m.
NED2 Entity disambiguation (via description) batch_69fe02aac1448190939e4d271262b77b completed May 8, 2026, 3:35 p.m.
Created at: April 9, 2026, 11:57 p.m.