Triple

T16985027
Position Surface form Disambiguated ID Type / Status
Subject Knox County, Illinois E412040 entity
Predicate hasMunicipality P847 FINISHED
Object Williamsfield, Illinois
Williamsfield, Illinois is a small rural village located in Knox County in the western part of the state.
E1299297 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: Williamsfield, Illinois | Statement: [Knox County, Illinois, hasMunicipality, Williamsfield, Illinois]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Williamsfield, Illinois
Context triple: [Knox County, Illinois, hasMunicipality, Williamsfield, Illinois]
  • A. Winfield, Illinois
    Winfield, Illinois is a suburban village in the Chicago metropolitan area known for its residential character and proximity to major medical and forest preserve facilities.
  • B. Williams Hill, Illinois
    Williams Hill, Illinois is a prominent natural elevation recognized as the highest point in Southern Illinois.
  • C. Valmeyer, Illinois
    Valmeyer, Illinois is a small village in Monroe County best known for relocating to higher ground after the devastating Great Flood of 1993.
  • D. Elwood, Illinois
    Elwood, Illinois is a small village in northeastern Illinois known for its rural character and proximity to major transportation and logistics hubs.
  • E. Kenilworth, Illinois
    Kenilworth, Illinois is a small, affluent North Shore suburb of Chicago known for its planned residential character and high-quality schools.
  • 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: Williamsfield, Illinois
Triple: [Knox County, Illinois, hasMunicipality, Williamsfield, Illinois]
Generated description
Williamsfield, Illinois is a small rural village located in Knox County in the western part of the state.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Williamsfield, Illinois
Target entity description: Williamsfield, Illinois is a small rural village located in Knox County in the western part of the state.
  • A. Winfield, Illinois
    Winfield, Illinois is a suburban village in the Chicago metropolitan area known for its residential character and proximity to major medical and forest preserve facilities.
  • B. Williams Hill, Illinois
    Williams Hill, Illinois is a prominent natural elevation recognized as the highest point in Southern Illinois.
  • C. Valmeyer, Illinois
    Valmeyer, Illinois is a small village in Monroe County best known for relocating to higher ground after the devastating Great Flood of 1993.
  • D. Elwood, Illinois
    Elwood, Illinois is a small village in northeastern Illinois known for its rural character and proximity to major transportation and logistics hubs.
  • E. Kenilworth, Illinois
    Kenilworth, Illinois is a small, affluent North Shore suburb of Chicago known for its planned residential character and high-quality schools.
  • 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_69d886ca8f348190812768ea8d5055ce completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3d18af95c8190a25ef0614e1a17f3 completed April 18, 2026, 6:46 p.m.
NED1 Entity disambiguation (via context triple) batch_6a032ff84a2c819081a92ca7fd29b122 completed May 12, 2026, 1:49 p.m.
NEDg Description generation batch_6a0330b320b88190983431a57c4ea8bf completed May 12, 2026, 1:52 p.m.
NED2 Entity disambiguation (via description) batch_6a03348b50a881909977c08348744725 completed May 12, 2026, 2:09 p.m.
Created at: April 10, 2026, 5:32 a.m.