Triple

T17856234
Position Surface form Disambiguated ID Type / Status
Subject Montgomery County, Illinois E445943 entity
Predicate hasVillage P4011 FINISHED
Object Farmersville, Illinois
Farmersville, Illinois is a small rural village located in central Illinois within Montgomery County.
E1376206 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: Farmersville, Illinois | Statement: [Montgomery County, Illinois, hasVillage, Farmersville, Illinois]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Farmersville, Illinois
Context triple: [Montgomery County, Illinois, hasVillage, Farmersville, Illinois]
  • A. Milledgeville, Illinois
    Milledgeville, Illinois is a small village in northwestern Illinois known for its rural community character within Carroll County.
  • B. Plainville, Illinois
    Plainville, Illinois is a small rural village located in Adams County in western Illinois.
  • C. Wilbern, Illinois
    Wilbern, Illinois is a small unincorporated rural community located in Woodford County in the central part of the state.
  • D. Williamsville, Illinois
    Williamsville, Illinois is a small village in central Illinois that functions as a residential community within the Springfield metropolitan area.
  • E. Hainesville, Illinois
    Hainesville, Illinois is a small suburban village in northeastern Illinois known as one of the older settled communities in Lake County.
  • 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: Farmersville, Illinois
Triple: [Montgomery County, Illinois, hasVillage, Farmersville, Illinois]
Generated description
Farmersville, Illinois is a small rural village located in central Illinois within Montgomery County.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Farmersville, Illinois
Target entity description: Farmersville, Illinois is a small rural village located in central Illinois within Montgomery County.
  • A. Milledgeville, Illinois
    Milledgeville, Illinois is a small village in northwestern Illinois known for its rural community character within Carroll County.
  • B. Plainville, Illinois
    Plainville, Illinois is a small rural village located in Adams County in western Illinois.
  • C. Wilbern, Illinois
    Wilbern, Illinois is a small unincorporated rural community located in Woodford County in the central part of the state.
  • D. Williamsville, Illinois
    Williamsville, Illinois is a small village in central Illinois that functions as a residential community within the Springfield metropolitan area.
  • E. Hainesville, Illinois
    Hainesville, Illinois is a small suburban village in northeastern Illinois known as one of the older settled communities in Lake County.
  • 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_69d8b9f26f18819089c9e43250bee6ae completed April 10, 2026, 8:50 a.m.
NER Named-entity recognition batch_69e4978bd5e081909e192f6aada5235f completed April 19, 2026, 8:51 a.m.
NED1 Entity disambiguation (via context triple) batch_6a073b10a120819091623eef93c7f29d completed May 15, 2026, 3:26 p.m.
NEDg Description generation batch_6a073bb7169881908b34ab48750bdacb completed May 15, 2026, 3:28 p.m.
NED2 Entity disambiguation (via description) batch_6a073c7caa108190b5617a71f2142fa9 completed May 15, 2026, 3:32 p.m.
Created at: April 10, 2026, 10:17 a.m.