Triple

T2641339
Position Surface form Disambiguated ID Type / Status
Subject Hanover Township, Cook County, Illinois E62872 entity
Predicate borderedBy P224 FINISHED
Object Elgin Township, Kane County, Illinois
Elgin Township, Kane County, Illinois is a local governmental township in northeastern Illinois that includes much of the city of Elgin and surrounding suburban areas.
E286228 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: Elgin Township, Kane County, Illinois | Statement: [Hanover Township, Cook County, Illinois, borderedBy, Elgin Township, Kane County, Illinois]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Elgin Township, Kane County, Illinois
Context triple: [Hanover Township, Cook County, Illinois, borderedBy, Elgin Township, Kane County, Illinois]
  • A. Elk Grove Township, Cook County, Illinois
    Elk Grove Township, Cook County, Illinois is a suburban township in the Chicago metropolitan area that includes parts of communities such as Elk Grove Village and Des Plaines.
  • B. Geneva Township, Kane County, Illinois
    Geneva Township, Kane County, Illinois is a local governmental subdivision in northeastern Illinois that encompasses and administers the area including and around the city of Geneva in the Fox River Valley.
  • C. South Elgin, Illinois
    South Elgin, Illinois is a suburban village in the Chicago metropolitan area known for its residential communities, parks, and location along the Fox River.
  • D. Barrington Township, Cook County, Illinois
    Barrington Township, Cook County, Illinois is a suburban township in northeastern Illinois that includes the village of Barrington and surrounding communities within the Chicago metropolitan area.
  • E. York Township, DuPage County, Illinois
    York Township, DuPage County, Illinois is a local governmental subdivision in northeastern Illinois that provides municipal services to several communities within DuPage County.
  • 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: Elgin Township, Kane County, Illinois
Triple: [Hanover Township, Cook County, Illinois, borderedBy, Elgin Township, Kane County, Illinois]
Generated description
Elgin Township, Kane County, Illinois is a local governmental township in northeastern Illinois that includes much of the city of Elgin and surrounding suburban areas.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Elgin Township, Kane County, Illinois
Target entity description: Elgin Township, Kane County, Illinois is a local governmental township in northeastern Illinois that includes much of the city of Elgin and surrounding suburban areas.
  • A. Elk Grove Township, Cook County, Illinois
    Elk Grove Township, Cook County, Illinois is a suburban township in the Chicago metropolitan area that includes parts of communities such as Elk Grove Village and Des Plaines.
  • B. Geneva Township, Kane County, Illinois
    Geneva Township, Kane County, Illinois is a local governmental subdivision in northeastern Illinois that encompasses and administers the area including and around the city of Geneva in the Fox River Valley.
  • C. South Elgin, Illinois
    South Elgin, Illinois is a suburban village in the Chicago metropolitan area known for its residential communities, parks, and location along the Fox River.
  • D. Barrington Township, Cook County, Illinois
    Barrington Township, Cook County, Illinois is a suburban township in northeastern Illinois that includes the village of Barrington and surrounding communities within the Chicago metropolitan area.
  • E. York Township, DuPage County, Illinois
    York Township, DuPage County, Illinois is a local governmental subdivision in northeastern Illinois that provides municipal services to several communities within DuPage County.
  • 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_69ab4c3f2dcc819082df80f5e032f690 completed March 6, 2026, 9:50 p.m.
NER Named-entity recognition batch_69abd8fdc0bc8190b7fd102b87ee50d1 completed March 7, 2026, 7:51 a.m.
NED1 Entity disambiguation (via context triple) batch_69af98bd689481908568d35baac1e065 completed March 10, 2026, 4:06 a.m.
NEDg Description generation batch_69af99c237548190838559ccac95f1c5 completed March 10, 2026, 4:10 a.m.
NED2 Entity disambiguation (via description) batch_69af9a5938b48190820f37f2e2280438 completed March 10, 2026, 4:13 a.m.
Created at: March 6, 2026, 9:53 p.m.