Triple

T15253553
Position Surface form Disambiguated ID Type / Status
Subject De Witt County, Illinois E364580 entity
Predicate hasSettlement P1068 FINISHED
Object Farmer City, Illinois
Farmer City, Illinois is a small rural community in central Illinois known for its agricultural surroundings and small-town character.
E1146809 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: Farmer City, Illinois | Statement: [De Witt County, Illinois, hasSettlement, Farmer City, Illinois]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Farmer City, Illinois
Context triple: [De Witt County, Illinois, hasSettlement, Farmer City, Illinois]
  • A. Rock City, Illinois
    Rock City, Illinois is a small village in northern Illinois known for its rural character and location within Stephenson County near the Wisconsin border.
  • B. Matherville, Illinois
    Matherville, Illinois is a small village located in Mercer County in the western part of the state.
  • C. Fairmont City, Illinois
    Fairmont City, Illinois is a small village in the St. Louis metropolitan area known for its industrial facilities and proximity to major transportation routes.
  • D. Valley City, Illinois
    Valley City, Illinois is a very small village in western Illinois known for its location along the Illinois River and its extremely low population.
  • E. Coal City, Illinois
    Coal City, Illinois is a small village in northeastern Illinois known historically for its coal mining roots and close-knit community.
  • 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: Farmer City, Illinois
Triple: [De Witt County, Illinois, hasSettlement, Farmer City, Illinois]
Generated description
Farmer City, Illinois is a small rural community in central Illinois known for its agricultural surroundings and small-town character.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Farmer City, Illinois
Target entity description: Farmer City, Illinois is a small rural community in central Illinois known for its agricultural surroundings and small-town character.
  • A. Rock City, Illinois
    Rock City, Illinois is a small village in northern Illinois known for its rural character and location within Stephenson County near the Wisconsin border.
  • B. Matherville, Illinois
    Matherville, Illinois is a small village located in Mercer County in the western part of the state.
  • C. Fairmont City, Illinois
    Fairmont City, Illinois is a small village in the St. Louis metropolitan area known for its industrial facilities and proximity to major transportation routes.
  • D. Valley City, Illinois
    Valley City, Illinois is a very small village in western Illinois known for its location along the Illinois River and its extremely low population.
  • E. Coal City, Illinois
    Coal City, Illinois is a small village in northeastern Illinois known historically for its coal mining roots and close-knit community.
  • 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_69d85a0dde7481908fc64d1e82d5d20d completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e007f8cb308190933c4478aa096e24 completed April 15, 2026, 9:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69fee5f572348190bd7719805e257e03 completed May 9, 2026, 7:44 a.m.
NEDg Description generation batch_69fee6c109c48190952809c389e4b92b completed May 9, 2026, 7:48 a.m.
NED2 Entity disambiguation (via description) batch_69fee897a7248190b3d81ea1da1d49e1 completed May 9, 2026, 7:56 a.m.
Created at: April 10, 2026, 3:13 a.m.