Triple

T11854476
Position Surface form Disambiguated ID Type / Status
Subject Stephenson County E281997 entity
Predicate containsSettlement P847 FINISHED
Object Bolton, Illinois
Bolton, Illinois is a small unincorporated community located in Stephenson County in the northern part of the state.
E948993 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: Bolton, Illinois | Statement: [Stephenson County, containsSettlement, Bolton, Illinois]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bolton, Illinois
Context triple: [Stephenson County, containsSettlement, Bolton, Illinois]
  • A. Burlington, Illinois
    Burlington, Illinois is a small rural village in Kane County known for its agricultural surroundings and close-knit community.
  • B. Brenton, Illinois
    Brenton, Illinois is a small rural unincorporated community located in Ford County in central Illinois.
  • C. Bloomingdale, Illinois
    Bloomingdale, Illinois is a suburban village in the Chicago metropolitan area known for its residential communities and retail centers, including the Stratford Square Mall.
  • D. Burnham, Illinois
    Burnham, Illinois is a small village in Cook County near Chicago, known for its industrial landscape and proximity to the Calumet River and Lake Calumet.
  • E. Bonfield, Illinois
    Bonfield, Illinois is a small village in Kankakee County that forms part of the Kankakee metropolitan area in northeastern 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: Bolton, Illinois
Triple: [Stephenson County, containsSettlement, Bolton, Illinois]
Generated description
Bolton, Illinois is a small unincorporated community located in Stephenson County in the northern part of the state.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bolton, Illinois
Target entity description: Bolton, Illinois is a small unincorporated community located in Stephenson County in the northern part of the state.
  • A. Burlington, Illinois
    Burlington, Illinois is a small rural village in Kane County known for its agricultural surroundings and close-knit community.
  • B. Brenton, Illinois
    Brenton, Illinois is a small rural unincorporated community located in Ford County in central Illinois.
  • C. Bloomingdale, Illinois
    Bloomingdale, Illinois is a suburban village in the Chicago metropolitan area known for its residential communities and retail centers, including the Stratford Square Mall.
  • D. Burnham, Illinois
    Burnham, Illinois is a small village in Cook County near Chicago, known for its industrial landscape and proximity to the Calumet River and Lake Calumet.
  • E. Bonfield, Illinois
    Bonfield, Illinois is a small village in Kankakee County that forms part of the Kankakee metropolitan area in northeastern 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_69d6ab287ba48190a5178779fd19b9b7 completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d8a697f4108190af984932d2118472 completed April 10, 2026, 7:28 a.m.
NED1 Entity disambiguation (via context triple) batch_69f167c9d4e88190bfaadada0450e639 completed April 29, 2026, 2:07 a.m.
NEDg Description generation batch_69f17006e6108190b51b20ddf6d2368c completed April 29, 2026, 2:42 a.m.
NED2 Entity disambiguation (via description) batch_69f17819af5c8190a98db3cd8eff8da2 completed April 29, 2026, 3:16 a.m.
Created at: April 8, 2026, 9:43 p.m.