Triple

T2191734
Position Surface form Disambiguated ID Type / Status
Subject Hibbing, Minnesota E49875 entity
Predicate isInCongressionalDistrict P3909 FINISHED
Object Minnesota's 8th congressional district
Minnesota's 8th congressional district is a large, predominantly rural and historically mining-oriented U.S. House district in northeastern Minnesota that includes cities such as Duluth and Hibbing.
 E242517 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: Minnesota's 8th congressional district | Statement: [Hibbing, Minnesota, isInCongressionalDistrict, Minnesota's 8th congressional district]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Minnesota's 8th congressional district
Context triple: [Hibbing, Minnesota, isInCongressionalDistrict, Minnesota's 8th congressional district]
  • A. Iowa's 1st congressional district
    Iowa's 1st congressional district is a U.S. House of Representatives district in eastern Iowa that includes cities such as Cedar Rapids and Iowa City and is known for its mix of urban, suburban, and rural communities.
  • B. Iowa's 2nd congressional district
    Iowa's 2nd congressional district is a U.S. House of Representatives district in Iowa that encompasses a portion of the state's southeastern and central regions, including both urban and rural communities.
  • C. North Dakota’s at-large congressional district
    North Dakota’s at-large congressional district is the single U.S. House of Representatives district that encompasses the entire state of North Dakota.
  • D. Iowa's 4th congressional district
    Iowa's 4th congressional district is a largely rural, conservative U.S. House district in northwestern Iowa that has historically been a Republican stronghold.
  • E. Iowa's 3rd congressional district
    Iowa's 3rd congressional district is a U.S. House district in southwestern Iowa that includes the Des Moines metropolitan area and surrounding counties.
  • 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: Minnesota's 8th congressional district
Triple: [Hibbing, Minnesota, isInCongressionalDistrict, Minnesota's 8th congressional district]
Generated description
Minnesota's 8th congressional district is a large, predominantly rural and historically mining-oriented U.S. House district in northeastern Minnesota that includes cities such as Duluth and Hibbing.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Minnesota's 8th congressional district
Target entity description: Minnesota's 8th congressional district is a large, predominantly rural and historically mining-oriented U.S. House district in northeastern Minnesota that includes cities such as Duluth and Hibbing.
  • A. Iowa's 1st congressional district
    Iowa's 1st congressional district is a U.S. House of Representatives district in eastern Iowa that includes cities such as Cedar Rapids and Iowa City and is known for its mix of urban, suburban, and rural communities.
  • B. Iowa's 2nd congressional district
    Iowa's 2nd congressional district is a U.S. House of Representatives district in Iowa that encompasses a portion of the state's southeastern and central regions, including both urban and rural communities.
  • C. North Dakota’s at-large congressional district
    North Dakota’s at-large congressional district is the single U.S. House of Representatives district that encompasses the entire state of North Dakota.
  • D. Iowa's 4th congressional district
    Iowa's 4th congressional district is a largely rural, conservative U.S. House district in northwestern Iowa that has historically been a Republican stronghold.
  • E. Iowa's 3rd congressional district
    Iowa's 3rd congressional district is a U.S. House district in southwestern Iowa that includes the Des Moines metropolitan area and surrounding counties.
  • 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_69a88aaba3c48190b351cab9b26989ff completed March 4, 2026, 7:40 p.m.
NER Named-entity recognition batch_69abbf48ceb48190956df39377df0548 completed March 7, 2026, 6:01 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae5db283cc8190b75870cb2aabc5af completed March 9, 2026, 5:42 a.m.
NEDg Description generation batch_69ae5e7b13108190bc3f4edbff3bdb24 completed March 9, 2026, 5:45 a.m.
NED2 Entity disambiguation (via description) batch_69ae5edfe80481908c3304c917c9065b completed March 9, 2026, 5:47 a.m.
Created at: March 4, 2026, 7:46 p.m.