Triple

T17927524
Position Surface form Disambiguated ID Type / Status
Subject Clay County, Illinois E448235 entity
Predicate hasCountySeat P383 FINISHED
Object Louisville, Illinois
Louisville, Illinois is a small village in southern Illinois that serves as the administrative and commercial center of Clay County.
E1399152 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: Louisville, Illinois | Statement: [Clay County, Illinois, hasCountySeat, Louisville, Illinois]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Louisville, Illinois
Context triple: [Clay County, Illinois, hasCountySeat, Louisville, Illinois]
  • A. Richmond, Illinois
    Richmond, Illinois is a small village in northern Illinois near the Wisconsin border, known for its historic downtown and rural character.
  • B. Frankfort, Illinois
    Frankfort, Illinois is a suburban village in the Chicago metropolitan area known for its historic downtown and family-oriented community.
  • C. Lexington, Illinois
    Lexington, Illinois is a small city in McLean County, Illinois, known as a historic Central Illinois community that developed along key transportation routes and serves as part of the Bloomington–Normal metropolitan area.
  • D. Nashville, Illinois
    Nashville, Illinois is a small city in Washington County known as the birthplace of U.S. Supreme Court Justice Harry A. Blackmun.
  • E. Jacksonville, Illinois
    Jacksonville, Illinois is a small central Illinois city known historically as an early center of education and abolitionist activity.
  • 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: Louisville, Illinois
Triple: [Clay County, Illinois, hasCountySeat, Louisville, Illinois]
Generated description
Louisville, Illinois is a small village in southern Illinois that serves as the administrative and commercial center of Clay County.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Louisville, Illinois
Target entity description: Louisville, Illinois is a small village in southern Illinois that serves as the administrative and commercial center of Clay County.
  • A. Richmond, Illinois
    Richmond, Illinois is a small village in northern Illinois near the Wisconsin border, known for its historic downtown and rural character.
  • B. Frankfort, Illinois
    Frankfort, Illinois is a suburban village in the Chicago metropolitan area known for its historic downtown and family-oriented community.
  • C. Lexington, Illinois
    Lexington, Illinois is a small city in McLean County, Illinois, known as a historic Central Illinois community that developed along key transportation routes and serves as part of the Bloomington–Normal metropolitan area.
  • D. Nashville, Illinois
    Nashville, Illinois is a small city in Washington County known as the birthplace of U.S. Supreme Court Justice Harry A. Blackmun.
  • E. Jacksonville, Illinois
    Jacksonville, Illinois is a small central Illinois city known historically as an early center of education and abolitionist activity.
  • 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_69d8b9f79d14819095540856928f0e25 completed April 10, 2026, 8:51 a.m.
NER Named-entity recognition batch_69e4a54f29a88190b035d8473765bde5 completed April 19, 2026, 9:50 a.m.
NED1 Entity disambiguation (via context triple) batch_6a07d41e00d88190a0cf2c1dd598f551 completed May 16, 2026, 2:19 a.m.
NEDg Description generation batch_6a07d81e5bc881909b109afa7cf71384 completed May 16, 2026, 2:36 a.m.
NED2 Entity disambiguation (via description) batch_6a07d91c50648190a2a9f13daad545fd completed May 16, 2026, 2:40 a.m.
Created at: April 10, 2026, 10:20 a.m.