Triple

T2630927
Position Surface form Disambiguated ID Type / Status
Subject Central Illinois E59627 entity
Predicate contains P35 FINISHED
Object Williamson County, Illinois
Williamson County, Illinois is a county in southern Illinois known for its coal mining history, regional retail and medical centers, and cities like Marion and Herrin.
E485006 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: Williamson County, Illinois | Statement: [Central Illinois, contains, Williamson County, Illinois]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Williamson County, Illinois
Context triple: [Central Illinois, contains, Williamson County, Illinois]
  • A. Livingston County, Illinois
    Livingston County, Illinois is a largely rural county in the state of Illinois known for its agricultural economy and small communities centered around the city of Pontiac.
  • B. Jefferson County, Illinois
    Jefferson County, Illinois is a largely rural county in southern Illinois whose seat is the city of Mount Vernon.
  • C. Washington County, Illinois
    Washington County, Illinois is a predominantly rural county in southern Illinois known for its agricultural economy and small communities, with Nashville as its county seat.
  • D. Knox County, Illinois
    Knox County, Illinois is a predominantly rural county in western Illinois whose seat and largest city is Galesburg.
  • E. Shelby County, Illinois
    Shelby County, Illinois is a predominantly rural county in the U.S. state of Illinois, known for its agricultural landscape and the presence of Lake Shelbyville, a major recreational reservoir.
  • 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: Williamson County, Illinois
Triple: [Central Illinois, contains, Williamson County, Illinois]
Generated description
Williamson County, Illinois is a county in southern Illinois known for its coal mining history, regional retail and medical centers, and cities like Marion and Herrin.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Williamson County, Illinois
Target entity description: Williamson County, Illinois is a county in southern Illinois known for its coal mining history, regional retail and medical centers, and cities like Marion and Herrin.
  • A. Livingston County, Illinois
    Livingston County, Illinois is a largely rural county in the state of Illinois known for its agricultural economy and small communities centered around the city of Pontiac.
  • B. Jefferson County, Illinois
    Jefferson County, Illinois is a largely rural county in southern Illinois whose seat is the city of Mount Vernon.
  • C. Washington County, Illinois
    Washington County, Illinois is a predominantly rural county in southern Illinois known for its agricultural economy and small communities, with Nashville as its county seat.
  • D. Knox County, Illinois
    Knox County, Illinois is a predominantly rural county in western Illinois whose seat and largest city is Galesburg.
  • E. Shelby County, Illinois
    Shelby County, Illinois is a predominantly rural county in the U.S. state of Illinois, known for its agricultural landscape and the presence of Lake Shelbyville, a major recreational reservoir.
  • 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_69ab4ac8596c8190b34997e73d9e991c completed March 6, 2026, 9:44 p.m.
NER Named-entity recognition batch_69abd8c567408190b94ff047efa4bc06 completed March 7, 2026, 7:50 a.m.
NED1 Entity disambiguation (via context triple) batch_69be89b0441881908b87c7a62434e79a completed March 21, 2026, 12:06 p.m.
NEDg Description generation batch_69be8c55934c8190a5b693a9b71fd935 completed March 21, 2026, 12:17 p.m.
NED2 Entity disambiguation (via description) batch_69be8cc26f48819094742f965919fec3 completed March 21, 2026, 12:19 p.m.
Created at: March 6, 2026, 9:50 p.m.