Triple

T7448519
Position Surface form Disambiguated ID Type / Status
Subject Vermilion County, Illinois E171944 entity
Predicate partOf P40 FINISHED
Object United States Census Bureau statistical area of Danville, IL MSA
The United States Census Bureau statistical area of Danville, IL MSA is a metropolitan statistical area in east-central Illinois centered on the city of Danville and used for federal statistical and economic analysis.
E665899 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: United States Census Bureau statistical area of Danville, IL MSA | Statement: [Vermilion County, Illinois, partOf, United States Census Bureau statistical area of Danville, IL MSA]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: United States Census Bureau statistical area of Danville, IL MSA
Context triple: [Vermilion County, Illinois, partOf, United States Census Bureau statistical area of Danville, IL MSA]
  • A. Quincy, IL–MO Micropolitan Statistical Area
    The Quincy, IL–MO Micropolitan Statistical Area is a U.S. Census-defined region centered on the city of Quincy that spans parts of western Illinois and northeastern Missouri.
  • B. Illinois metropolitan areas
    Illinois metropolitan areas are the officially defined urban and surrounding regions within the state of Illinois that encompass its major cities and their economic, social, and commuting zones.
  • C. Danville, Illinois
    Danville, Illinois is a small industrial city in eastern Illinois known historically for manufacturing, coal mining, and as the hometown of several notable entertainers and athletes.
  • D. Chicago–Naperville–Elgin, IL–IN–WI Metropolitan Statistical Area
    The Chicago–Naperville–Elgin, IL–IN–WI Metropolitan Statistical Area is a large multi-state U.S. metropolitan region centered on Chicago, encompassing numerous surrounding suburbs and communities across Illinois, Indiana, and Wisconsin.
  • E. St. Louis–Belleville metropolitan area (Illinois portion)
    The St. Louis–Belleville metropolitan area (Illinois portion) is the segment of the greater St. Louis metro region located in southwestern Illinois, encompassing cities and suburbs such as Belleville and East St. Louis that are economically and socially integrated with St. Louis, Missouri.
  • 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: United States Census Bureau statistical area of Danville, IL MSA
Triple: [Vermilion County, Illinois, partOf, United States Census Bureau statistical area of Danville, IL MSA]
Generated description
The United States Census Bureau statistical area of Danville, IL MSA is a metropolitan statistical area in east-central Illinois centered on the city of Danville and used for federal statistical and economic analysis.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: United States Census Bureau statistical area of Danville, IL MSA
Target entity description: The United States Census Bureau statistical area of Danville, IL MSA is a metropolitan statistical area in east-central Illinois centered on the city of Danville and used for federal statistical and economic analysis.
  • A. Quincy, IL–MO Micropolitan Statistical Area
    The Quincy, IL–MO Micropolitan Statistical Area is a U.S. Census-defined region centered on the city of Quincy that spans parts of western Illinois and northeastern Missouri.
  • B. Illinois metropolitan areas
    Illinois metropolitan areas are the officially defined urban and surrounding regions within the state of Illinois that encompass its major cities and their economic, social, and commuting zones.
  • C. Danville, Illinois
    Danville, Illinois is a small industrial city in eastern Illinois known historically for manufacturing, coal mining, and as the hometown of several notable entertainers and athletes.
  • D. Chicago–Naperville–Elgin, IL–IN–WI Metropolitan Statistical Area
    The Chicago–Naperville–Elgin, IL–IN–WI Metropolitan Statistical Area is a large multi-state U.S. metropolitan region centered on Chicago, encompassing numerous surrounding suburbs and communities across Illinois, Indiana, and Wisconsin.
  • E. St. Louis–Belleville metropolitan area (Illinois portion)
    The St. Louis–Belleville metropolitan area (Illinois portion) is the segment of the greater St. Louis metro region located in southwestern Illinois, encompassing cities and suburbs such as Belleville and East St. Louis that are economically and socially integrated with St. Louis, Missouri.
  • 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_69c68a65402881908f7869368eb746fb completed March 27, 2026, 1:47 p.m.
NER Named-entity recognition batch_69c6f389ddd48190a4b8753c67220c4f completed March 27, 2026, 9:15 p.m.
NED1 Entity disambiguation (via context triple) batch_69c827b0e9848190b28ff10b12b10a33 completed March 28, 2026, 7:10 p.m.
NEDg Description generation batch_69c8299bb8c08190a5a78b0c1a8cc0fb completed March 28, 2026, 7:18 p.m.
NED2 Entity disambiguation (via description) batch_69c82ad4384481909616bdfd02624a48 completed March 28, 2026, 7:24 p.m.
Created at: March 27, 2026, 3:14 p.m.