Triple

T19286312
Position Surface form Disambiguated ID Type / Status
Subject Franklin County, Illinois E482320 entity
Predicate containsSettlement P847 FINISHED
Object Royalton, Illinois
Royalton, Illinois is a small village in southern Illinois that developed as a coal mining community within Franklin County.
E1479512 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: Royalton, Illinois | Statement: [Franklin County, Illinois, containsSettlement, Royalton, Illinois]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Royalton, Illinois
Context triple: [Franklin County, Illinois, containsSettlement, Royalton, Illinois]
  • A. Rockton, Illinois
    Rockton, Illinois is a small village in northern Illinois known as a suburban community within the Rockford metropolitan area, with a historic downtown and proximity to the Rock River.
  • B. Plainville, Illinois
    Plainville, Illinois is a small rural village located in Adams County in western Illinois.
  • C. Littleton, Illinois
    Littleton, Illinois is a small rural village located in west-central Illinois within Schuyler County.
  • D. Riverton, Illinois
    Riverton, Illinois is a small village in central Illinois that functions as a residential community near the state capital of Springfield.
  • E. Mapleton, Illinois
    Mapleton, Illinois is a small village in central Illinois that forms part of the Peoria metropolitan area.
  • 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: Royalton, Illinois
Triple: [Franklin County, Illinois, containsSettlement, Royalton, Illinois]
Generated description
Royalton, Illinois is a small village in southern Illinois that developed as a coal mining community within Franklin County.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Royalton, Illinois
Target entity description: Royalton, Illinois is a small village in southern Illinois that developed as a coal mining community within Franklin County.
  • A. Rockton, Illinois
    Rockton, Illinois is a small village in northern Illinois known as a suburban community within the Rockford metropolitan area, with a historic downtown and proximity to the Rock River.
  • B. Plainville, Illinois
    Plainville, Illinois is a small rural village located in Adams County in western Illinois.
  • C. Littleton, Illinois
    Littleton, Illinois is a small rural village located in west-central Illinois within Schuyler County.
  • D. Riverton, Illinois
    Riverton, Illinois is a small village in central Illinois that functions as a residential community near the state capital of Springfield.
  • E. Mapleton, Illinois
    Mapleton, Illinois is a small village in central Illinois that forms part of the Peoria metropolitan area.
  • 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_69d8e8cf61b0819096fe3e4107827c4e completed April 10, 2026, 12:10 p.m.
NER Named-entity recognition batch_69e5fc024a7081909a25d7cc4e048f79 completed April 20, 2026, 10:12 a.m.
NED1 Entity disambiguation (via context triple) batch_6a09ad4449b08190bbe537d050a7d923 completed May 17, 2026, 11:57 a.m.
NEDg Description generation batch_6a09add0b7948190a68b42b0fed110fd completed May 17, 2026, noon
NED2 Entity disambiguation (via description) batch_6a09ae80cd648190a4f0bda8894fca2b completed May 17, 2026, 12:03 p.m.
Created at: April 10, 2026, 1:30 p.m.