Triple
T8274992
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Thornton Township, Cook County, Illinois |
E193522
|
entity |
| Predicate | contains |
P35
|
FINISHED |
| Object |
Village of Chicago Heights, Illinois
The Village of Chicago Heights, Illinois is a suburban city south of Chicago known historically as an industrial and steel-manufacturing community within Cook County.
|
E723027
|
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 Chicago Heights, Illinois | Statement: [Thornton Township, Cook County, Illinois, contains, Village of Chicago Heights, Illinois]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Village of Chicago Heights, Illinois Context triple: [Thornton Township, Cook County, Illinois, contains, Village of Chicago Heights, Illinois]
-
A.
Village of Chicago Ridge
The Village of Chicago Ridge is a suburban municipality in Cook County, Illinois, known for its residential neighborhoods, local commerce, and proximity to Chicago.
-
B.
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.
-
C.
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.
-
D.
Pekin Heights, Illinois
Pekin Heights, Illinois is a small village community located within the Peoria metropolitan area in central Illinois.
-
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 Chicago Heights, Illinois Triple: [Thornton Township, Cook County, Illinois, contains, Village of Chicago Heights, Illinois]
Generated description
The Village of Chicago Heights, Illinois is a suburban city south of Chicago known historically as an industrial and steel-manufacturing community within Cook County.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Village of Chicago Heights, Illinois Target entity description: The Village of Chicago Heights, Illinois is a suburban city south of Chicago known historically as an industrial and steel-manufacturing community within Cook County.
-
A.
Village of Chicago Ridge
The Village of Chicago Ridge is a suburban municipality in Cook County, Illinois, known for its residential neighborhoods, local commerce, and proximity to Chicago.
-
B.
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.
-
C.
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.
-
D.
Pekin Heights, Illinois
Pekin Heights, Illinois is a small village community located within the Peoria metropolitan area in central Illinois.
-
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_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.