Triple

T3599950
Position Surface form Disambiguated ID Type / Status
Subject Tammy Baldwin E76230 entity
Predicate represents P129 FINISHED
Object Wisconsin's 2nd congressional district
Wisconsin's 2nd congressional district is a predominantly Democratic-leaning U.S. House district centered on Madison, encompassing much of south-central Wisconsin.
 E371251 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: Wisconsin's 2nd congressional district | Statement: [Tammy Baldwin, represents, Wisconsin's 2nd congressional district]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Wisconsin's 2nd congressional district
Context triple: [Tammy Baldwin, represents, Wisconsin's 2nd congressional district]
  • A. 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.
  • B. Indiana's 2nd congressional district
    Indiana's 2nd congressional district is a U.S. House of Representatives district in northern Indiana that includes cities such as South Bend and Elkhart and has historically leaned Republican.
  • C. Michigan’s 5th congressional district
    Michigan’s 5th congressional district is a former U.S. House district in western Michigan that once served as the political base for future President Gerald Ford during his long congressional career.
  • D. Illinois 2nd congressional district
    Illinois 2nd congressional district is a U.S. House district on Chicago’s South Side and surrounding suburbs, known for its predominantly urban, heavily Democratic constituency.
  • E. 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.
  • 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: Wisconsin's 2nd congressional district
Triple: [Tammy Baldwin, represents, Wisconsin's 2nd congressional district]
Generated description
Wisconsin's 2nd congressional district is a predominantly Democratic-leaning U.S. House district centered on Madison, encompassing much of south-central Wisconsin.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Wisconsin's 2nd congressional district
Target entity description: Wisconsin's 2nd congressional district is a predominantly Democratic-leaning U.S. House district centered on Madison, encompassing much of south-central Wisconsin.
  • A. 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.
  • B. Indiana's 2nd congressional district
    Indiana's 2nd congressional district is a U.S. House of Representatives district in northern Indiana that includes cities such as South Bend and Elkhart and has historically leaned Republican.
  • C. Michigan’s 5th congressional district
    Michigan’s 5th congressional district is a former U.S. House district in western Michigan that once served as the political base for future President Gerald Ford during his long congressional career.
  • D. Illinois 2nd congressional district
    Illinois 2nd congressional district is a U.S. House district on Chicago’s South Side and surrounding suburbs, known for its predominantly urban, heavily Democratic constituency.
  • E. 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.
  • 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_69ad85d93dcc819094fba90cf70f4996 completed March 8, 2026, 2:21 p.m.
NER Named-entity recognition batch_69adc19fd57481908ce5c9daf168e213 completed March 8, 2026, 6:36 p.m.
NED1 Entity disambiguation (via context triple) batch_69b4031a41d08190b8e87c452601a625 completed March 13, 2026, 12:29 p.m.
NEDg Description generation batch_69b406fd33e08190a6f06eddec8516e9 completed March 13, 2026, 12:45 p.m.
NED2 Entity disambiguation (via description) batch_69b408778220819086935bfa9c0dd4fd completed March 13, 2026, 12:52 p.m.
Created at: March 8, 2026, 3:22 p.m.