Triple

T10218750
Position Surface form Disambiguated ID Type / Status
Subject Minnesota's 8th congressional district E242517 entity
Predicate containsCity P294 FINISHED
Object Cambridge, Minnesota
Cambridge, Minnesota is a small city in east-central Minnesota that serves as the county seat of Isanti County and a regional hub for the surrounding rural area.
E856684 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: Cambridge, Minnesota | Statement: [Minnesota's 8th congressional district, containsCity, Cambridge, Minnesota]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Cambridge, Minnesota
Context triple: [Minnesota's 8th congressional district, containsCity, Cambridge, Minnesota]
  • A. Watertown, Minnesota
    Watertown, Minnesota is a small city in Carver County known for its rural charm, proximity to the Twin Cities metro area, and access to the Crow River and regional parks.
  • B. Bloomington, Minnesota
    Bloomington, Minnesota is a suburban city in the Minneapolis–Saint Paul metropolitan area known for hosting major sports teams historically and for being home to the Mall of America.
  • C. Farmington, Minnesota
    Farmington, Minnesota is a suburban city in the Twin Cities metropolitan area known for its residential communities, schools, and small-town character.
  • D. Canton, Minnesota
    Canton, Minnesota is a small rural city in southeastern Minnesota known for its agricultural surroundings and close-knit community.
  • E. St. Francis, Minnesota
    St. Francis, Minnesota is a small city in Anoka County known for its suburban-rural character and location along the Rum River in the northern Twin Cities metropolitan area.
  • 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: Cambridge, Minnesota
Triple: [Minnesota's 8th congressional district, containsCity, Cambridge, Minnesota]
Generated description
Cambridge, Minnesota is a small city in east-central Minnesota that serves as the county seat of Isanti County and a regional hub for the surrounding rural area.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Cambridge, Minnesota
Target entity description: Cambridge, Minnesota is a small city in east-central Minnesota that serves as the county seat of Isanti County and a regional hub for the surrounding rural area.
  • A. Watertown, Minnesota
    Watertown, Minnesota is a small city in Carver County known for its rural charm, proximity to the Twin Cities metro area, and access to the Crow River and regional parks.
  • B. Bloomington, Minnesota
    Bloomington, Minnesota is a suburban city in the Minneapolis–Saint Paul metropolitan area known for hosting major sports teams historically and for being home to the Mall of America.
  • C. Farmington, Minnesota
    Farmington, Minnesota is a suburban city in the Twin Cities metropolitan area known for its residential communities, schools, and small-town character.
  • D. Canton, Minnesota
    Canton, Minnesota is a small rural city in southeastern Minnesota known for its agricultural surroundings and close-knit community.
  • E. St. Francis, Minnesota
    St. Francis, Minnesota is a small city in Anoka County known for its suburban-rural character and location along the Rum River in the northern Twin Cities metropolitan area.
  • 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_69d381ae26c48190985abd0e25ee5d04 completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d3aa6fcf6c81908a589585bbd48ab8 completed April 6, 2026, 12:43 p.m.
NED1 Entity disambiguation (via context triple) batch_69d74fd5df188190b5ad2e57abeb6b13 completed April 9, 2026, 7:05 a.m.
NEDg Description generation batch_69d75133588c819093af59327b951cd7 completed April 9, 2026, 7:11 a.m.
NED2 Entity disambiguation (via description) batch_69d751d4aa908190a825322ebf0066af completed April 9, 2026, 7:14 a.m.
Created at: April 6, 2026, 11:08 a.m.