Triple

T15213924
Position Surface form Disambiguated ID Type / Status
Subject Koochiching County, Minnesota E363588 entity
Predicate contains P35 FINISHED
Object Big Falls, Minnesota
Big Falls, Minnesota is a small northern Minnesota city known for its proximity to scenic waterfalls and outdoor recreation in Koochiching County.
 E1147820 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: Big Falls, Minnesota | Statement: [Koochiching County, Minnesota, contains, Big Falls, Minnesota]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Big Falls, Minnesota
Context triple: [Koochiching County, Minnesota, contains, Big Falls, Minnesota]
  • A. Zumbro Falls, Minnesota
    Zumbro Falls, Minnesota is a small rural city in Wabasha County known for its location along the Zumbro River and its susceptibility to river flooding.
  • B. Fergus Falls, Minnesota
    Fergus Falls, Minnesota is a small city in west-central Minnesota known as a regional center for government, healthcare, and commerce.
  • C. Redwood Falls, Minnesota
    Redwood Falls, Minnesota is a small city in southwestern Minnesota known for its scenic parks, including Alexander Ramsey Park, and its role as a regional hub for agriculture and outdoor recreation.
  • D. Granite Falls, Minnesota
    Granite Falls, Minnesota is a small city in southwestern Minnesota known for its scenic riverfront, historic downtown, and proximity to regional parks and natural attractions.
  • E. Red Lake Falls, Minnesota
    Red Lake Falls, Minnesota is a small city in northwestern Minnesota known for its scenic setting at the confluence of the Red Lake and Clearwater Rivers and its outdoor recreation opportunities.
  • 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: Big Falls, Minnesota
Triple: [Koochiching County, Minnesota, contains, Big Falls, Minnesota]
Generated description
Big Falls, Minnesota is a small northern Minnesota city known for its proximity to scenic waterfalls and outdoor recreation in Koochiching County.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Big Falls, Minnesota
Target entity description: Big Falls, Minnesota is a small northern Minnesota city known for its proximity to scenic waterfalls and outdoor recreation in Koochiching County.
  • A. Zumbro Falls, Minnesota
    Zumbro Falls, Minnesota is a small rural city in Wabasha County known for its location along the Zumbro River and its susceptibility to river flooding.
  • B. Fergus Falls, Minnesota
    Fergus Falls, Minnesota is a small city in west-central Minnesota known as a regional center for government, healthcare, and commerce.
  • C. Redwood Falls, Minnesota
    Redwood Falls, Minnesota is a small city in southwestern Minnesota known for its scenic parks, including Alexander Ramsey Park, and its role as a regional hub for agriculture and outdoor recreation.
  • D. Granite Falls, Minnesota
    Granite Falls, Minnesota is a small city in southwestern Minnesota known for its scenic riverfront, historic downtown, and proximity to regional parks and natural attractions.
  • E. Red Lake Falls, Minnesota
    Red Lake Falls, Minnesota is a small city in northwestern Minnesota known for its scenic setting at the confluence of the Red Lake and Clearwater Rivers and its outdoor recreation opportunities.
  • 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_69d85a0b78bc8190b6e5ad51a2c4cfc5 completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e0076e4348819091fa91c1562e7c5c completed April 15, 2026, 9:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69feef687bdc819090ec8a4e1af9f422 completed May 9, 2026, 8:25 a.m.
NEDg Description generation batch_69fef036896c8190b9dd8a87198f3783 completed May 9, 2026, 8:28 a.m.
NED2 Entity disambiguation (via description) batch_69fef0f651548190a965559aa93d4b54 completed May 9, 2026, 8:31 a.m.
Created at: April 10, 2026, 3:11 a.m.