Triple
T11025868
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Stephenson County, Illinois |
E260614
|
entity |
| Predicate | hasTownship |
P22464
|
FINISHED |
| Object |
Harlem Township, Stephenson County, Illinois
Harlem Township is a local governmental subdivision located within Stephenson County in the state of Illinois, United States.
|
E900568
|
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: Harlem Township, Stephenson County, Illinois | Statement: [Stephenson County, Illinois, hasTownship, Harlem Township, Stephenson County, Illinois]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Harlem Township, Stephenson County, Illinois Context triple: [Stephenson County, Illinois, hasTownship, Harlem Township, Stephenson County, Illinois]
-
A.
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.
-
B.
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.
-
C.
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.
-
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.
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.
- 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: Harlem Township, Stephenson County, Illinois Triple: [Stephenson County, Illinois, hasTownship, Harlem Township, Stephenson County, Illinois]
Generated description
Harlem Township is a local governmental subdivision located within Stephenson County in the state of Illinois, United States.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Harlem Township, Stephenson County, Illinois Target entity description: Harlem Township is a local governmental subdivision located within Stephenson County in the state of Illinois, United States.
-
A.
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.
-
B.
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.
-
C.
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.
-
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.
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.
- 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.