Triple

T17447106
Position Surface form Disambiguated ID Type / Status
Subject U.S. Route 24 E424813 entity
Predicate runsThroughCity P10456 FINISHED
Object Fairbury, Illinois
Fairbury, Illinois is a small city in Livingston County known as a rural Midwestern community situated along a major east–west highway in central Illinois.
E1325273 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: Fairbury, Illinois | Statement: [U.S. Route 24, runsThroughCity, Fairbury, Illinois]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Fairbury, Illinois
Context triple: [U.S. Route 24, runsThroughCity, Fairbury, Illinois]
  • A. Fairmont, Illinois
    Fairmont, Illinois is a small unincorporated community and census-designated place located in Will County in the northeastern part of the state.
  • B. Butterfield, Illinois
    Butterfield, Illinois is an unincorporated residential community in DuPage County, located within York Township in the Chicago metropolitan area.
  • C. Freeburg, Illinois
    Freeburg, Illinois is a small village in southwestern Illinois known as a residential community within the Greater St. Louis metropolitan area.
  • D. Williamsfield, Illinois
    Williamsfield, Illinois is a small rural village located in Knox County in the western part of the state.
  • E. 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.
  • 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: Fairbury, Illinois
Triple: [U.S. Route 24, runsThroughCity, Fairbury, Illinois]
Generated description
Fairbury, Illinois is a small city in Livingston County known as a rural Midwestern community situated along a major east–west highway in central Illinois.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Fairbury, Illinois
Target entity description: Fairbury, Illinois is a small city in Livingston County known as a rural Midwestern community situated along a major east–west highway in central Illinois.
  • A. Fairmont, Illinois
    Fairmont, Illinois is a small unincorporated community and census-designated place located in Will County in the northeastern part of the state.
  • B. Butterfield, Illinois
    Butterfield, Illinois is an unincorporated residential community in DuPage County, located within York Township in the Chicago metropolitan area.
  • C. Freeburg, Illinois
    Freeburg, Illinois is a small village in southwestern Illinois known as a residential community within the Greater St. Louis metropolitan area.
  • D. Williamsfield, Illinois
    Williamsfield, Illinois is a small rural village located in Knox County in the western part of the state.
  • E. 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.
  • 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_69d889db0ba481908402409af3b37917 completed April 10, 2026, 5:25 a.m.
NER Named-entity recognition batch_69e44ffc89e4819096372cc55b40cc3b completed April 19, 2026, 3:46 a.m.
NED1 Entity disambiguation (via context triple) batch_6a040fc34f4c8190a1ae536e544b2543 completed May 13, 2026, 5:44 a.m.
NEDg Description generation batch_6a04123430308190af22a11b2151c8b8 completed May 13, 2026, 5:55 a.m.
NED2 Entity disambiguation (via description) batch_6a04131eb4988190af4024bfcad648bc completed May 13, 2026, 5:58 a.m.
Created at: April 10, 2026, 5:47 a.m.