Triple

T5967994
Position Surface form Disambiguated ID Type / Status
Subject Montcalm County, Michigan E132799 entity
Predicate congressionalDistrict P3909 FINISHED
Object Michigan's 4th congressional district
Michigan's 4th congressional district is a U.S. House of Representatives district in central Michigan that encompasses a mix of rural communities, small cities, and agricultural areas.
 E559398 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: Michigan's 4th congressional district | Statement: [Montcalm County, Michigan, congressionalDistrict, Michigan's 4th congressional district]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Michigan's 4th congressional district
Context triple: [Montcalm County, Michigan, congressionalDistrict, Michigan's 4th congressional district]
  • A. Michigan's 1st congressional district
    Michigan's 1st congressional district is a large, predominantly rural U.S. House district that covers Michigan’s entire Upper Peninsula and parts of the northern Lower Peninsula.
  • B. 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.
  • C. Michigan's 3rd congressional district
    Michigan's 3rd congressional district is a U.S. House district in western Michigan that includes parts of the Grand Rapids area and surrounding communities.
  • D. Wisconsin's 4th congressional district
    Wisconsin's 4th congressional district is a heavily Democratic, urban U.S. House district centered on Milwaukee in the state of Wisconsin.
  • E. Indiana's 4th congressional district
    Indiana's 4th congressional district is a U.S. House of Representatives district in Indiana that has historically been a Republican stronghold and once served as the political base for future Vice President Dan Quayle.
  • 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: Michigan's 4th congressional district
Triple: [Montcalm County, Michigan, congressionalDistrict, Michigan's 4th congressional district]
Generated description
Michigan's 4th congressional district is a U.S. House of Representatives district in central Michigan that encompasses a mix of rural communities, small cities, and agricultural areas.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Michigan's 4th congressional district
Target entity description: Michigan's 4th congressional district is a U.S. House of Representatives district in central Michigan that encompasses a mix of rural communities, small cities, and agricultural areas.
  • A. Michigan's 1st congressional district
    Michigan's 1st congressional district is a large, predominantly rural U.S. House district that covers Michigan’s entire Upper Peninsula and parts of the northern Lower Peninsula.
  • B. 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.
  • C. Michigan's 3rd congressional district
    Michigan's 3rd congressional district is a U.S. House district in western Michigan that includes parts of the Grand Rapids area and surrounding communities.
  • D. Wisconsin's 4th congressional district
    Wisconsin's 4th congressional district is a heavily Democratic, urban U.S. House district centered on Milwaukee in the state of Wisconsin.
  • E. Indiana's 4th congressional district
    Indiana's 4th congressional district is a U.S. House of Representatives district in Indiana that has historically been a Republican stronghold and once served as the political base for future Vice President Dan Quayle.
  • 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_69c0086deab081908550159ca23eec9b completed March 22, 2026, 3:19 p.m.
NER Named-entity recognition batch_69c03a3f612481908744cb645f2ede1d completed March 22, 2026, 6:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69c0e3ff62f08190be56bb9c450c9647 completed March 23, 2026, 6:55 a.m.
NEDg Description generation batch_69c0f61d80808190913b425c3c57f990 completed March 23, 2026, 8:13 a.m.
NED2 Entity disambiguation (via description) batch_69c0f6a75b908190b35d13b9593cf21f completed March 23, 2026, 8:15 a.m.
Created at: March 22, 2026, 4:03 p.m.