Triple
T12797169
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Maine Township, Cook County, Illinois |
E305918
|
entity |
| Predicate | borderedBy |
P224
|
FINISHED |
| Object |
Northfield Township, Cook County, Illinois
Northfield Township, Cook County, Illinois is a suburban township north of Chicago that includes affluent residential communities, portions of the North Shore, and several highly ranked public school districts.
|
E1002046
|
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: Northfield Township, Cook County, Illinois | Statement: [Maine Township, Cook County, Illinois, borderedBy, Northfield Township, Cook County, Illinois]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Northfield Township, Cook County, Illinois Context triple: [Maine Township, Cook County, Illinois, borderedBy, Northfield Township, Cook County, Illinois]
-
A.
Plainfield Township, Will County, Illinois
Plainfield Township in Will County, Illinois is a suburban local government area in the Chicago metropolitan region that includes communities such as Crystal Lawns.
-
B.
Winfield Township, DuPage County, Illinois
Winfield Township, DuPage County, Illinois is a local governmental subdivision in northeastern Illinois that includes parts of the suburban communities west of Chicago.
-
C.
Naperville Township, DuPage County, Illinois
Naperville Township, DuPage County, Illinois is a local governmental subdivision in northeastern Illinois that includes parts of the city of Naperville and provides township-level services to its residents.
-
D.
Niles Township, Cook County, Illinois
Niles Township, Cook County, Illinois is a suburban township just north of Chicago that includes communities such as Skokie and serves as a local government unit providing services like property assessment and general assistance.
-
E.
Northfield, Illinois
Northfield, Illinois is a small, affluent suburban village on Chicago’s North Shore known for its residential character and high quality of life.
- 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: Northfield Township, Cook County, Illinois Triple: [Maine Township, Cook County, Illinois, borderedBy, Northfield Township, Cook County, Illinois]
Generated description
Northfield Township, Cook County, Illinois is a suburban township north of Chicago that includes affluent residential communities, portions of the North Shore, and several highly ranked public school districts.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Northfield Township, Cook County, Illinois Target entity description: Northfield Township, Cook County, Illinois is a suburban township north of Chicago that includes affluent residential communities, portions of the North Shore, and several highly ranked public school districts.
-
A.
Plainfield Township, Will County, Illinois
Plainfield Township in Will County, Illinois is a suburban local government area in the Chicago metropolitan region that includes communities such as Crystal Lawns.
-
B.
Winfield Township, DuPage County, Illinois
Winfield Township, DuPage County, Illinois is a local governmental subdivision in northeastern Illinois that includes parts of the suburban communities west of Chicago.
-
C.
Naperville Township, DuPage County, Illinois
Naperville Township, DuPage County, Illinois is a local governmental subdivision in northeastern Illinois that includes parts of the city of Naperville and provides township-level services to its residents.
-
D.
Niles Township, Cook County, Illinois
Niles Township, Cook County, Illinois is a suburban township just north of Chicago that includes communities such as Skokie and serves as a local government unit providing services like property assessment and general assistance.
-
E.
Northfield, Illinois
Northfield, Illinois is a small, affluent suburban village on Chicago’s North Shore known for its residential character and high quality of life.
- 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_69d7bdf366888190a8cccb982606889c |
completed | April 9, 2026, 2:55 p.m. |
| NER | Named-entity recognition | batch_69d96e6db68481909a2ca8da1287f3e0 |
completed | April 10, 2026, 9:41 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6850d6ebc8190aaffcac09f4b15eb |
completed | May 2, 2026, 11:13 p.m. |
| NEDg | Description generation | batch_69f6863fada48190afe2ff7896a60094 |
completed | May 2, 2026, 11:18 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f686bcac94819088782273effbb06a |
completed | May 2, 2026, 11:20 p.m. |
Created at: April 9, 2026, 5:30 p.m.