Triple

T18160483
Position Surface form Disambiguated ID Type / Status
Subject Livingston County, Illinois E434744 entity
Predicate hasCity P316 FINISHED
Object Forrest, Illinois
Forrest, Illinois is a small village in Livingston County known for its rural Midwestern character and agricultural surroundings.
E1309081 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: Forrest, Illinois | Statement: [Livingston County, Illinois, hasCity, Forrest, Illinois]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Forrest, Illinois
Context triple: [Livingston County, Illinois, hasCity, Forrest, Illinois]
  • A. Forreston, Illinois
    Forreston, Illinois is a small rural village in northern Illinois known for its agricultural surroundings and tight-knit community.
  • B. Forsyth, Illinois
    Forsyth, Illinois is a small suburban village in central Illinois known for its residential communities and proximity to the city of Decatur.
  • C. Butterfield, Illinois
    Butterfield, Illinois is an unincorporated residential community in DuPage County, located within York Township in the Chicago metropolitan area.
  • D. Oakford, Illinois
    Oakford, Illinois is a small village in Menard County that forms part of the broader Springfield, Illinois metropolitan region.
  • E. Wildwood, Illinois
    Wildwood, Illinois is an unincorporated residential community in Lake County known for its proximity to several small lakes and neighboring villages such as Third Lake.
  • 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: Forrest, Illinois
Triple: [Livingston County, Illinois, hasCity, Forrest, Illinois]
Generated description
Forrest, Illinois is a small village in Livingston County known for its rural Midwestern character and agricultural surroundings.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Forrest, Illinois
Target entity description: Forrest, Illinois is a small village in Livingston County known for its rural Midwestern character and agricultural surroundings.
  • A. Forreston, Illinois
    Forreston, Illinois is a small rural village in northern Illinois known for its agricultural surroundings and tight-knit community.
  • B. Forsyth, Illinois
    Forsyth, Illinois is a small suburban village in central Illinois known for its residential communities and proximity to the city of Decatur.
  • C. Butterfield, Illinois
    Butterfield, Illinois is an unincorporated residential community in DuPage County, located within York Township in the Chicago metropolitan area.
  • D. Oakford, Illinois
    Oakford, Illinois is a small village in Menard County that forms part of the broader Springfield, Illinois metropolitan region.
  • E. Wildwood, Illinois
    Wildwood, Illinois is an unincorporated residential community in Lake County known for its proximity to several small lakes and neighboring villages such as Third Lake.
  • 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.