Triple

T18160482
Position Surface form Disambiguated ID Type / Status
Subject Livingston County, Illinois E434744 entity
Predicate hasCity P316 FINISHED
Object Flanagan, Illinois
Flanagan, Illinois is a small rural village in central Illinois known for its agricultural surroundings and close-knit community.
E1309080 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: Flanagan, Illinois | Statement: [Livingston County, Illinois, hasCity, Flanagan, Illinois]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Flanagan, Illinois
Context triple: [Livingston County, Illinois, hasCity, Flanagan, Illinois]
  • A. Flora, Illinois
    Flora, Illinois is a small city in southern Illinois that serves as a local commercial and community hub for Clay County.
  • B. Lanford, Illinois
    Lanford, Illinois is the fictional working-class Midwestern town that serves as the primary backdrop for the television sitcom "Roseanne."
  • C. Laona, Illinois
    Laona, Illinois is a small unincorporated community in Illinois, United States, known as the birthplace of social reformer and Hull House co-founder Ellen Gates Starr.
  • D. Lomax, Illinois
    Lomax, Illinois is a small village located in western Illinois along the Mississippi River in Henderson County.
  • E. Williams Hill, Illinois
    Williams Hill, Illinois is a prominent natural elevation recognized as the highest point in Southern Illinois.
  • 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: Flanagan, Illinois
Triple: [Livingston County, Illinois, hasCity, Flanagan, Illinois]
Generated description
Flanagan, Illinois is a small rural village in central Illinois known for its agricultural surroundings and close-knit community.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Flanagan, Illinois
Target entity description: Flanagan, Illinois is a small rural village in central Illinois known for its agricultural surroundings and close-knit community.
  • A. Flora, Illinois
    Flora, Illinois is a small city in southern Illinois that serves as a local commercial and community hub for Clay County.
  • B. Lanford, Illinois
    Lanford, Illinois is the fictional working-class Midwestern town that serves as the primary backdrop for the television sitcom "Roseanne."
  • C. Laona, Illinois
    Laona, Illinois is a small unincorporated community in Illinois, United States, known as the birthplace of social reformer and Hull House co-founder Ellen Gates Starr.
  • D. Lomax, Illinois
    Lomax, Illinois is a small village located in western Illinois along the Mississippi River in Henderson County.
  • E. Williams Hill, Illinois
    Williams Hill, Illinois is a prominent natural elevation recognized as the highest point in Southern Illinois.
  • 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_69d8b90b7a188190b3fc7b8d4a6cd20a completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e4dec21e6081909070491f679c873c completed April 19, 2026, 1:55 p.m.
NED1 Entity disambiguation (via context triple) batch_6a038fbeb73c81909fd3ce75e4b37ae5 completed May 12, 2026, 8:38 p.m.
NEDg Description generation batch_6a039064e8708190b176eaa15eab97e6 completed May 12, 2026, 8:41 p.m.
NED2 Entity disambiguation (via description) batch_6a039126d58c8190882d3171bf388a10 completed May 12, 2026, 8:44 p.m.
Created at: April 10, 2026, 10:30 a.m.