Triple

T16985028
Position Surface form Disambiguated ID Type / Status
Subject Knox County, Illinois E412040 entity
Predicate hasMunicipality P847 FINISHED
Object Gilson, Illinois
Gilson, Illinois is a small unincorporated community and rural locality in Knox County in western Illinois.
E1264520 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: Gilson, Illinois | Statement: [Knox County, Illinois, hasMunicipality, Gilson, Illinois]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Gilson, Illinois
Context triple: [Knox County, Illinois, hasMunicipality, Gilson, Illinois]
  • A. Gilberts, Illinois
    Gilberts, Illinois is a small suburban village in northern Illinois that forms part of the greater Chicago metropolitan area.
  • B. Gladstone, Illinois
    Gladstone, Illinois is a small village in western Illinois situated along the Mississippi River in Henderson County.
  • C. Roselle, Illinois
    Roselle, Illinois is a suburban village in the Chicago metropolitan area known for its residential neighborhoods and location within DuPage and Cook counties.
  • D. Sibley, Illinois
    Sibley, Illinois is a small rural village located in Ford County in central Illinois, known for its agricultural surroundings and tight-knit community.
  • 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: Gilson, Illinois
Triple: [Knox County, Illinois, hasMunicipality, Gilson, Illinois]
Generated description
Gilson, Illinois is a small unincorporated community and rural locality in Knox County in western Illinois.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Gilson, Illinois
Target entity description: Gilson, Illinois is a small unincorporated community and rural locality in Knox County in western Illinois.
  • A. Gilberts, Illinois
    Gilberts, Illinois is a small suburban village in northern Illinois that forms part of the greater Chicago metropolitan area.
  • B. Gladstone, Illinois
    Gladstone, Illinois is a small village in western Illinois situated along the Mississippi River in Henderson County.
  • C. Roselle, Illinois
    Roselle, Illinois is a suburban village in the Chicago metropolitan area known for its residential neighborhoods and location within DuPage and Cook counties.
  • D. Sibley, Illinois
    Sibley, Illinois is a small rural village located in Ford County in central Illinois, known for its agricultural surroundings and tight-knit community.
  • 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_69d886ca8f348190812768ea8d5055ce completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3d18af95c8190a25ef0614e1a17f3 completed April 18, 2026, 6:46 p.m.
NED1 Entity disambiguation (via context triple) batch_6a01954069e0819087fab0a782a83f39 completed May 11, 2026, 8:37 a.m.
NEDg Description generation batch_6a019b79d7148190abf4b41f0c84c62e completed May 11, 2026, 9:03 a.m.
NED2 Entity disambiguation (via description) batch_6a019c1b60f08190a6469602751e3471 completed May 11, 2026, 9:06 a.m.
Created at: April 10, 2026, 5:32 a.m.