Triple
T8274990
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Thornton Township, Cook County, Illinois |
E193522
|
entity |
| Predicate | contains |
P35
|
FINISHED |
| Object |
Village of Ford Heights, Illinois
The Village of Ford Heights, Illinois is a small, historically African American suburb on Chicago’s south side known for its longstanding economic challenges and efforts at community revitalization.
|
E723026
|
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 Ford Heights, Illinois | Statement: [Thornton Township, Cook County, Illinois, contains, Village of Ford Heights, Illinois]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Village of Ford Heights, Illinois Context triple: [Thornton Township, Cook County, Illinois, contains, Village of Ford Heights, Illinois]
-
A.
Village of Glendale Heights
The Village of Glendale Heights is the municipal government that administers and provides local services to the suburban community of Glendale Heights in DuPage County, Illinois.
-
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 Arlington Heights
The Village of Arlington Heights is a suburban municipality in northern Illinois, known for its residential neighborhoods, local parks and recreation, and proximity to Chicago.
-
D.
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.
-
E.
Village of Oak Brook
The Village of Oak Brook is an affluent suburban community in DuPage County, Illinois, known for its corporate headquarters, upscale shopping at Oakbrook Center, and extensive parks and open spaces.
- 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 Ford Heights, Illinois Triple: [Thornton Township, Cook County, Illinois, contains, Village of Ford Heights, Illinois]
Generated description
The Village of Ford Heights, Illinois is a small, historically African American suburb on Chicago’s south side known for its longstanding economic challenges and efforts at community revitalization.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Village of Ford Heights, Illinois Target entity description: The Village of Ford Heights, Illinois is a small, historically African American suburb on Chicago’s south side known for its longstanding economic challenges and efforts at community revitalization.
-
A.
Village of Glendale Heights
The Village of Glendale Heights is the municipal government that administers and provides local services to the suburban community of Glendale Heights in DuPage County, Illinois.
-
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 Arlington Heights
The Village of Arlington Heights is a suburban municipality in northern Illinois, known for its residential neighborhoods, local parks and recreation, and proximity to Chicago.
-
D.
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.
-
E.
Village of Oak Brook
The Village of Oak Brook is an affluent suburban community in DuPage County, Illinois, known for its corporate headquarters, upscale shopping at Oakbrook Center, and extensive parks and open spaces.
- 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_69cd6859cbc48190835dffa7de054d15 |
completed | April 1, 2026, 6:47 p.m. |
| NEDg | Description generation | batch_69cd6d52763c8190891f88d62be44786 |
completed | April 1, 2026, 7:09 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.