Triple
T7139945
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Stephenson County, Illinois, United States |
E166415
|
entity |
| Predicate | hasMajorSettlement |
P316
|
FINISHED |
| Object |
Dakota, Illinois
Dakota, Illinois is a small rural village in northern Illinois that serves as one of the local communities within Stephenson County.
|
E643086
|
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: Dakota, Illinois | Statement: [Stephenson County, Illinois, United States, hasMajorSettlement, Dakota, Illinois]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Dakota, Illinois Context triple: [Stephenson County, Illinois, United States, hasMajorSettlement, Dakota, Illinois]
-
A.
Dana, Illinois
Dana, Illinois is a small rural village located in LaSalle County in the state of Illinois.
-
B.
Diamond, Illinois
Diamond, Illinois is a small village in northeastern Illinois known historically for its coal mining roots and location along the Interstate 55 corridor between Chicago and Bloomington.
-
C.
Dwight, Illinois
Dwight, Illinois is a small village in Livingston County known historically as a railroad and Route 66 stop in central Illinois.
-
D.
Como, Illinois
Como, Illinois is a small unincorporated community in Whiteside County that forms part of the Sterling Micropolitan Statistical Area.
-
E.
Somonauk, Illinois
Somonauk, Illinois is a small village in northern Illinois known for its rural character and location spanning LaSalle and DeKalb counties.
- 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: Dakota, Illinois Triple: [Stephenson County, Illinois, United States, hasMajorSettlement, Dakota, Illinois]
Generated description
Dakota, Illinois is a small rural village in northern Illinois that serves as one of the local communities within Stephenson County.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Dakota, Illinois Target entity description: Dakota, Illinois is a small rural village in northern Illinois that serves as one of the local communities within Stephenson County.
-
A.
Dana, Illinois
Dana, Illinois is a small rural village located in LaSalle County in the state of Illinois.
-
B.
Diamond, Illinois
Diamond, Illinois is a small village in northeastern Illinois known historically for its coal mining roots and location along the Interstate 55 corridor between Chicago and Bloomington.
-
C.
Dwight, Illinois
Dwight, Illinois is a small village in Livingston County known historically as a railroad and Route 66 stop in central Illinois.
-
D.
Como, Illinois
Como, Illinois is a small unincorporated community in Whiteside County that forms part of the Sterling Micropolitan Statistical Area.
-
E.
Somonauk, Illinois
Somonauk, Illinois is a small village in northern Illinois known for its rural character and location spanning LaSalle and DeKalb counties.
- 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_69c6888579d481909e05a8d6b81bf733 |
completed | March 27, 2026, 1:39 p.m. |
| NER | Named-entity recognition | batch_69c6e7775e408190b880abde0a3f8d12 |
completed | March 27, 2026, 8:24 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c7a34e55f481909b1aee270363fd61 |
completed | March 28, 2026, 9:45 a.m. |
| NEDg | Description generation | batch_69c7a40a3f2481908ed97d8413c0f1d4 |
completed | March 28, 2026, 9:48 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c7a46efe3881909d1bdb13f9f2a7da |
completed | March 28, 2026, 9:50 a.m. |
Created at: March 27, 2026, 2:45 p.m.