Triple

T4448311
Position Surface form Disambiguated ID Type / Status
Subject Marshall County, Indiana E96342 entity
Predicate borderedBy P224 FINISHED
Object Kosciusko County, Indiana
Kosciusko County, Indiana is a largely rural county in northern Indiana known for its numerous natural lakes, agricultural economy, and the city of Warsaw as its county seat.
E450556 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: Kosciusko County, Indiana | Statement: [Marshall County, Indiana, borderedBy, Kosciusko County, Indiana]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Kosciusko County, Indiana
Context triple: [Marshall County, Indiana, borderedBy, Kosciusko County, Indiana]
  • A. Porter County, Indiana
    Porter County, Indiana is a county in northwestern Indiana along Lake Michigan that forms part of the greater Chicago metropolitan region.
  • B. Elkhart County, Indiana
    Elkhart County, Indiana is a county in northern Indiana known for its strong manufacturing base, significant Amish community, and role as a regional economic and cultural center.
  • C. Hendricks County, Indiana
    Hendricks County, Indiana is a suburban county in central Indiana, west of Indianapolis, known for its growing communities and named in honor of 19th-century politician Thomas A. Hendricks.
  • D. Allen County, Indiana
    Allen County, Indiana is a northeastern Indiana county whose largest city and economic center is Fort Wayne, known for its manufacturing, healthcare, and defense industries.
  • E. Steuben County, Indiana
    Steuben County, Indiana is a northeastern Indiana county known for its numerous natural lakes, outdoor recreation, and proximity to the Michigan and Ohio borders.
  • 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: Kosciusko County, Indiana
Triple: [Marshall County, Indiana, borderedBy, Kosciusko County, Indiana]
Generated description
Kosciusko County, Indiana is a largely rural county in northern Indiana known for its numerous natural lakes, agricultural economy, and the city of Warsaw as its county seat.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Kosciusko County, Indiana
Target entity description: Kosciusko County, Indiana is a largely rural county in northern Indiana known for its numerous natural lakes, agricultural economy, and the city of Warsaw as its county seat.
  • A. Porter County, Indiana
    Porter County, Indiana is a county in northwestern Indiana along Lake Michigan that forms part of the greater Chicago metropolitan region.
  • B. Elkhart County, Indiana
    Elkhart County, Indiana is a county in northern Indiana known for its strong manufacturing base, significant Amish community, and role as a regional economic and cultural center.
  • C. Hendricks County, Indiana
    Hendricks County, Indiana is a suburban county in central Indiana, west of Indianapolis, known for its growing communities and named in honor of 19th-century politician Thomas A. Hendricks.
  • D. Allen County, Indiana
    Allen County, Indiana is a northeastern Indiana county whose largest city and economic center is Fort Wayne, known for its manufacturing, healthcare, and defense industries.
  • E. Steuben County, Indiana
    Steuben County, Indiana is a northeastern Indiana county known for its numerous natural lakes, outdoor recreation, and proximity to the Michigan and Ohio borders.
  • 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_69b345415ba481908df738e7174448ba completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b355d45b748190b09b7067fc6279b0 completed March 13, 2026, 12:09 a.m.
NED1 Entity disambiguation (via context triple) batch_69bdacc9ef8c81909ff2a16cf68844d0 completed March 20, 2026, 8:23 p.m.
NEDg Description generation batch_69bdad757394819091d334c12b660b95 completed March 20, 2026, 8:26 p.m.
NED2 Entity disambiguation (via description) batch_69bdadd612a48190b088fe6ac894dbb5 completed March 20, 2026, 8:28 p.m.
Created at: March 12, 2026, 11:32 p.m.