Triple
T22346840
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Stark County, Illinois |
E552414
|
entity |
| Predicate | seat |
P75
|
FINISHED |
| Object |
Toulon, Illinois
Toulon, Illinois is a small Midwestern city that serves as the administrative and commercial hub of rural Stark County.
|
E1587057
|
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: Toulon, Illinois | Statement: [Stark County, Illinois, seat, Toulon, Illinois]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Toulon, Illinois Context triple: [Stark County, Illinois, seat, Toulon, Illinois]
-
A.
Tolono, Illinois
Tolono, Illinois is a small village in east-central Illinois that serves as a rural community within the Champaign–Urbana metropolitan area.
-
B.
Marseilles, Illinois
Marseilles, Illinois is a small city along the Illinois River in LaSalle County known for its historic canal-era roots and proximity to Starved Rock State Park.
-
C.
LaPlace, Illinois
LaPlace, Illinois is a small rural village located in Piatt County in central Illinois.
-
D.
Troy, Illinois
Troy, Illinois is a small suburban city in the St. Louis metropolitan area known for its residential communities and local parks.
-
E.
St. Augustine, Illinois
St. Augustine, Illinois is a small rural village located in west-central Illinois within Knox County.
- 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: Toulon, Illinois Triple: [Stark County, Illinois, seat, Toulon, Illinois]
Generated description
Toulon, Illinois is a small Midwestern city that serves as the administrative and commercial hub of rural Stark County.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Toulon, Illinois Target entity description: Toulon, Illinois is a small Midwestern city that serves as the administrative and commercial hub of rural Stark County.
-
A.
Tolono, Illinois
Tolono, Illinois is a small village in east-central Illinois that serves as a rural community within the Champaign–Urbana metropolitan area.
-
B.
Marseilles, Illinois
Marseilles, Illinois is a small city along the Illinois River in LaSalle County known for its historic canal-era roots and proximity to Starved Rock State Park.
-
C.
LaPlace, Illinois
LaPlace, Illinois is a small rural village located in Piatt County in central Illinois.
-
D.
Troy, Illinois
Troy, Illinois is a small suburban city in the St. Louis metropolitan area known for its residential communities and local parks.
-
E.
St. Augustine, Illinois
St. Augustine, Illinois is a small rural village located in west-central Illinois within Knox County.
- 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_69e11e494eec81909c4d2d51f69499d9 |
completed | April 16, 2026, 5:37 p.m. |
| NER | Named-entity recognition | batch_69f157981c0881909ac74d68b99075c2 |
completed | April 29, 2026, 12:58 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0c676dfab48190b8ceb00dbfa455b2 |
completed | May 19, 2026, 1:36 p.m. |
| NEDg | Description generation | batch_6a0c72132a608190b44c96de39b7187a |
completed | May 19, 2026, 2:22 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0c770386a8819098358513016ae5ab |
completed | May 19, 2026, 2:43 p.m. |
Created at: April 16, 2026, 8:43 p.m.