Triple

T11025866
Position Surface form Disambiguated ID Type / Status
Subject Stephenson County, Illinois E260614 entity
Predicate hasTownship P22464 FINISHED
Object Waddams Township, Stephenson County, Illinois
Waddams Township is a rural civil township located in Stephenson County in the northwestern part of the U.S. state of Illinois.
E900566 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: Waddams Township, Stephenson County, Illinois | Statement: [Stephenson County, Illinois, hasTownship, Waddams Township, Stephenson County, Illinois]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Waddams Township, Stephenson County, Illinois
Context triple: [Stephenson County, Illinois, hasTownship, Waddams Township, Stephenson County, Illinois]
  • A. Wauconda Township, Lake County, Illinois
    Wauconda Township, Lake County, Illinois is a local governmental township in northeastern Illinois that includes the village of Wauconda and surrounding suburban and semi-rural areas.
  • B. Warren Township, Lake County, Illinois
    Warren Township in Lake County, Illinois is a local governmental subdivision in northeastern Illinois that includes parts of suburban communities such as Gurnee.
  • C. Wilton Township, Will County, Illinois
    Wilton Township, Will County, Illinois is a rural civil township in northeastern Illinois that includes the unincorporated community of Wilton Center and is part of the Chicago metropolitan area's outer region.
  • D. Campton Township, Illinois
    Campton Township, Illinois is a civil township in Kane County that includes the village of Campton Hills and surrounding rural and suburban communities west of Chicago.
  • E. Stephenson County, Illinois, United States
    Stephenson County, Illinois, United States is a predominantly rural county in northern Illinois known for its agricultural landscape, small towns, and county seat of Freeport.
  • 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: Waddams Township, Stephenson County, Illinois
Triple: [Stephenson County, Illinois, hasTownship, Waddams Township, Stephenson County, Illinois]
Generated description
Waddams Township is a rural civil township located in Stephenson County in the northwestern part of the U.S. state of Illinois.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Waddams Township, Stephenson County, Illinois
Target entity description: Waddams Township is a rural civil township located in Stephenson County in the northwestern part of the U.S. state of Illinois.
  • A. Wauconda Township, Lake County, Illinois
    Wauconda Township, Lake County, Illinois is a local governmental township in northeastern Illinois that includes the village of Wauconda and surrounding suburban and semi-rural areas.
  • B. Warren Township, Lake County, Illinois
    Warren Township in Lake County, Illinois is a local governmental subdivision in northeastern Illinois that includes parts of suburban communities such as Gurnee.
  • C. Wilton Township, Will County, Illinois
    Wilton Township, Will County, Illinois is a rural civil township in northeastern Illinois that includes the unincorporated community of Wilton Center and is part of the Chicago metropolitan area's outer region.
  • D. Campton Township, Illinois
    Campton Township, Illinois is a civil township in Kane County that includes the village of Campton Hills and surrounding rural and suburban communities west of Chicago.
  • E. Stephenson County, Illinois, United States
    Stephenson County, Illinois, United States is a predominantly rural county in northern Illinois known for its agricultural landscape, small towns, and county seat of Freeport.
  • 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_69d6aa9687448190b28d353b1b6a610e completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d797d0cd988190a7b21d7bdc3109ce completed April 9, 2026, 12:13 p.m.
NED1 Entity disambiguation (via context triple) batch_69e37523f8548190ad40fa76660232a8 completed April 18, 2026, 12:12 p.m.
NEDg Description generation batch_69e37ab860f48190808ba0076cfa9c98 completed April 18, 2026, 12:36 p.m.
NED2 Entity disambiguation (via description) batch_69e3864dd0d48190b3fd81381f5d7418 completed April 18, 2026, 1:25 p.m.
Created at: April 8, 2026, 9:25 p.m.