Triple
T2866373
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Elk Grove Township, Cook County, Illinois |
E63447
|
entity |
| Predicate | borderedBy |
P224
|
FINISHED |
| Object |
Maine Township, Cook County, Illinois
Maine Township, Cook County, Illinois is a suburban township northwest of Chicago that includes communities such as Des Plaines, Park Ridge, and parts of Niles and Glenview.
|
E305918
|
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: Maine Township, Cook County, Illinois | Statement: [Elk Grove Township, Cook County, Illinois, borderedBy, Maine Township, Cook County, Illinois]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Maine Township, Cook County, Illinois Context triple: [Elk Grove Township, Cook County, Illinois, borderedBy, Maine Township, Cook County, Illinois]
-
A.
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.
-
B.
McHenry, Illinois
McHenry, Illinois is a small city in northeastern Illinois known for its suburban character, proximity to the Fox River and Chain O’Lakes, and role as a local commercial and residential hub.
-
C.
Thornton Township, Cook County, Illinois
Thornton Township, Cook County, Illinois is a large civil township in the south suburbs of Chicago that includes several communities such as South Holland and serves as a key local government unit in the region.
-
D.
Hanover Township, Cook County, Illinois
Hanover Township, Cook County, Illinois is a suburban township in northeastern Illinois that includes parts of communities such as Elgin, Hanover Park, and Streamwood within the Chicago metropolitan area.
-
E.
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.
- 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: Maine Township, Cook County, Illinois Triple: [Elk Grove Township, Cook County, Illinois, borderedBy, Maine Township, Cook County, Illinois]
Generated description
Maine Township, Cook County, Illinois is a suburban township northwest of Chicago that includes communities such as Des Plaines, Park Ridge, and parts of Niles and Glenview.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Maine Township, Cook County, Illinois Target entity description: Maine Township, Cook County, Illinois is a suburban township northwest of Chicago that includes communities such as Des Plaines, Park Ridge, and parts of Niles and Glenview.
-
A.
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.
-
B.
McHenry, Illinois
McHenry, Illinois is a small city in northeastern Illinois known for its suburban character, proximity to the Fox River and Chain O’Lakes, and role as a local commercial and residential hub.
-
C.
Thornton Township, Cook County, Illinois
Thornton Township, Cook County, Illinois is a large civil township in the south suburbs of Chicago that includes several communities such as South Holland and serves as a key local government unit in the region.
-
D.
Hanover Township, Cook County, Illinois
Hanover Township, Cook County, Illinois is a suburban township in northeastern Illinois that includes parts of communities such as Elgin, Hanover Park, and Streamwood within the Chicago metropolitan area.
-
E.
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.
- 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_69ab4c42fb8c8190b36e161d47c03b81 |
completed | March 6, 2026, 9:50 p.m. |
| NER | Named-entity recognition | batch_69abdfbb7ed4819096ca65391077e2af |
completed | March 7, 2026, 8:20 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b01da85930819092d19a5e712cfa18 |
completed | March 10, 2026, 1:33 p.m. |
| NEDg | Description generation | batch_69b01e34639c8190b1c6e8a14cd31d96 |
completed | March 10, 2026, 1:35 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b01f5a6784819089499926fb115d9c |
completed | March 10, 2026, 1:40 p.m. |
Created at: March 6, 2026, 10:02 p.m.