Triple
T1914825
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Barrington, Illinois |
E38192
|
entity |
| Predicate | locatedIn |
P40
|
FINISHED |
| Object |
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.
|
E215956
|
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: Barrington Township, Cook County, Illinois | Statement: [Barrington, Illinois, locatedIn, Barrington Township, Cook County, Illinois]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Barrington Township, Cook County, Illinois Context triple: [Barrington, Illinois, locatedIn, Barrington Township, Cook County, Illinois]
-
A.
Barrington, Illinois
Barrington, Illinois is a suburban village northwest of Chicago known for its affluent residential character, historic downtown, and proximity to natural preserves.
-
B.
Proviso Township, Cook County, Illinois
Proviso Township, Cook County, Illinois is a suburban township west of Chicago that includes several communities such as Maywood and serves as a local government unit within Cook County.
-
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.
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.
-
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: Barrington Township, Cook County, Illinois Triple: [Barrington, Illinois, locatedIn, Barrington Township, Cook County, Illinois]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Barrington Township, Cook County, Illinois Target entity description: 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.
-
A.
Barrington, Illinois
Barrington, Illinois is a suburban village northwest of Chicago known for its affluent residential character, historic downtown, and proximity to natural preserves.
-
B.
Proviso Township, Cook County, Illinois
Proviso Township, Cook County, Illinois is a suburban township west of Chicago that includes several communities such as Maywood and serves as a local government unit within Cook County.
-
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.
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.
-
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_69a8862a26088190aae5243695aeefc0 |
completed | March 4, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69abb1e403d88190822082b4b5135e70 |
completed | March 7, 2026, 5:04 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69adf3d7df908190891448dfa8bb4fb0 |
completed | March 8, 2026, 10:10 p.m. |
| NEDg | Description generation | batch_69adf44290748190b882559de536af09 |
completed | March 8, 2026, 10:12 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69adf4d0ac58819096659706ef0785d0 |
completed | March 8, 2026, 10:14 p.m. |
Created at: March 4, 2026, 7:35 p.m.