Triple
T8274981
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Thornton Township, Cook County, Illinois |
E193522
|
entity |
| Predicate | contains |
P35
|
FINISHED |
| Object |
Village of Thornton, Illinois
The Village of Thornton, Illinois, is a small suburban community in Cook County known for its historic limestone quarries and location south of Chicago.
|
E723025
|
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: Village of Thornton, Illinois | Statement: [Thornton Township, Cook County, Illinois, contains, Village of Thornton, Illinois]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Village of Thornton, Illinois Context triple: [Thornton Township, Cook County, Illinois, contains, Village of Thornton, Illinois]
-
A.
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.
-
B.
Village of Villa Park
The Village of Villa Park is a suburban community in DuPage County, Illinois, known for its residential neighborhoods and proximity to the Chicago metropolitan area.
-
C.
Village of Downers Grove
The Village of Downers Grove is a suburban municipality in the Chicago metropolitan area known for its residential neighborhoods, commuter rail access, and vibrant downtown district.
-
D.
Midlothian, Illinois
Midlothian, Illinois is a suburban village in Cook County, part of the Chicago metropolitan area, known for its residential neighborhoods and commuter access to the city.
-
E.
Village of Bensenville
The Village of Bensenville is a suburban community in northeastern Illinois, located near O'Hare International Airport and part of 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: Village of Thornton, Illinois Triple: [Thornton Township, Cook County, Illinois, contains, Village of Thornton, Illinois]
Generated description
The Village of Thornton, Illinois, is a small suburban community in Cook County known for its historic limestone quarries and location south of Chicago.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Village of Thornton, Illinois Target entity description: The Village of Thornton, Illinois, is a small suburban community in Cook County known for its historic limestone quarries and location south of Chicago.
-
A.
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.
-
B.
Village of Villa Park
The Village of Villa Park is a suburban community in DuPage County, Illinois, known for its residential neighborhoods and proximity to the Chicago metropolitan area.
-
C.
Village of Downers Grove
The Village of Downers Grove is a suburban municipality in the Chicago metropolitan area known for its residential neighborhoods, commuter rail access, and vibrant downtown district.
-
D.
Midlothian, Illinois
Midlothian, Illinois is a suburban village in Cook County, part of the Chicago metropolitan area, known for its residential neighborhoods and commuter access to the city.
-
E.
Village of Bensenville
The Village of Bensenville is a suburban community in northeastern Illinois, located near O'Hare International Airport and part of 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_69ca82e14ae481908ffdb822cd2192bc |
completed | March 30, 2026, 2:04 p.m. |
| NER | Named-entity recognition | batch_69cb798bc29c8190927ef4b0662d6b98 |
completed | March 31, 2026, 7:36 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cd68502888819084bfe4621978711d |
completed | April 1, 2026, 6:47 p.m. |
| NEDg | Description generation | batch_69cd6c21172481908dc04b85ee4370a8 |
completed | April 1, 2026, 7:04 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cd7e0d1b8c8190b5183cc176432061 |
completed | April 1, 2026, 8:20 p.m. |
Created at: March 30, 2026, 5:51 p.m.