Triple
T11025873
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Stephenson County, Illinois |
E260614
|
entity |
| Predicate | hasTownship |
P22464
|
FINISHED |
| Object |
Loran Township, Stephenson County, Illinois
Loran Township is a small civil township located in rural Stephenson County in northern Illinois, United States.
|
E900573
|
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: Loran Township, Stephenson County, Illinois | Statement: [Stephenson County, Illinois, hasTownship, Loran Township, Stephenson County, Illinois]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Loran Township, Stephenson County, Illinois Context triple: [Stephenson County, Illinois, hasTownship, Loran Township, Stephenson County, Illinois]
-
A.
Warren Township, Lake County, Illinois
Warren Township in Lake County, Illinois is a local governmental subdivision in northeastern Illinois that includes parts of suburban communities such as Gurnee.
-
B.
Stephenson County, Illinois, United States
Stephenson County, Illinois, United States is a predominantly rural county in northern Illinois known for its agricultural landscape, small towns, and county seat of Freeport.
-
C.
Lockport Township, Will County, Illinois
Lockport Township, Will County, Illinois is a local governmental township in northeastern Illinois that includes several communities and unincorporated areas southwest of Chicago.
-
D.
Troy Township, Will County, Illinois
Troy Township, Will County, Illinois is a local governmental township in northeastern Illinois that includes several suburban communities near the city of Joliet.
-
E.
Ela Township, Lake County, Illinois
Ela Township, located in Lake County, Illinois, is a suburban township northwest of Chicago that includes communities such as Lake Zurich and parts of Hawthorn Woods and Kildeer.
- 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: Loran Township, Stephenson County, Illinois Triple: [Stephenson County, Illinois, hasTownship, Loran Township, Stephenson County, Illinois]
Generated description
Loran Township is a small civil township located in rural Stephenson County in northern Illinois, United States.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Loran Township, Stephenson County, Illinois Target entity description: Loran Township is a small civil township located in rural Stephenson County in northern Illinois, United States.
-
A.
Warren Township, Lake County, Illinois
Warren Township in Lake County, Illinois is a local governmental subdivision in northeastern Illinois that includes parts of suburban communities such as Gurnee.
-
B.
Stephenson County, Illinois, United States
Stephenson County, Illinois, United States is a predominantly rural county in northern Illinois known for its agricultural landscape, small towns, and county seat of Freeport.
-
C.
Lockport Township, Will County, Illinois
Lockport Township, Will County, Illinois is a local governmental township in northeastern Illinois that includes several communities and unincorporated areas southwest of Chicago.
-
D.
Troy Township, Will County, Illinois
Troy Township, Will County, Illinois is a local governmental township in northeastern Illinois that includes several suburban communities near the city of Joliet.
-
E.
Ela Township, Lake County, Illinois
Ela Township, located in Lake County, Illinois, is a suburban township northwest of Chicago that includes communities such as Lake Zurich and parts of Hawthorn Woods and Kildeer.
- 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.