Triple
T12024052
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Schaumburg Township, Cook County, Illinois |
E286229
|
entity |
| Predicate | contains |
P35
|
FINISHED |
| Object |
Village of Hoffman Estates, Illinois
The Village of Hoffman Estates, Illinois, is a northwest Chicago suburb known for its residential communities, corporate campuses, and proximity to major transportation corridors.
|
E959710
|
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 Hoffman Estates, Illinois | Statement: [Schaumburg Township, Cook County, Illinois, contains, Village of Hoffman Estates, Illinois]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Village of Hoffman Estates, Illinois Context triple: [Schaumburg Township, Cook County, Illinois, contains, Village of Hoffman Estates, Illinois]
-
A.
Village of Carol Stream, Illinois
The Village of Carol Stream, Illinois is a suburban community in DuPage County known for its residential neighborhoods, park system, and proximity to the Chicago metropolitan area.
-
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 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.
-
D.
Elk Grove Village, Illinois
Elk Grove Village, Illinois is a suburban community near Chicago known for its large industrial park and proximity to major transportation hubs, including O'Hare International Airport.
-
E.
Village of Bolingbrook
The Village of Bolingbrook is a large suburban community in northeastern Illinois, located southwest of Chicago and known for its residential neighborhoods, parks, and commercial centers.
- 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 Hoffman Estates, Illinois Triple: [Schaumburg Township, Cook County, Illinois, contains, Village of Hoffman Estates, Illinois]
Generated description
The Village of Hoffman Estates, Illinois, is a northwest Chicago suburb known for its residential communities, corporate campuses, and proximity to major transportation corridors.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Village of Hoffman Estates, Illinois Target entity description: The Village of Hoffman Estates, Illinois, is a northwest Chicago suburb known for its residential communities, corporate campuses, and proximity to major transportation corridors.
-
A.
Village of Carol Stream, Illinois
The Village of Carol Stream, Illinois is a suburban community in DuPage County known for its residential neighborhoods, park system, and proximity to the Chicago metropolitan area.
-
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 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.
-
D.
Elk Grove Village, Illinois
Elk Grove Village, Illinois is a suburban community near Chicago known for its large industrial park and proximity to major transportation hubs, including O'Hare International Airport.
-
E.
Village of Bolingbrook
The Village of Bolingbrook is a large suburban community in northeastern Illinois, located southwest of Chicago and known for its residential neighborhoods, parks, and commercial centers.
- 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_69d6ab4669e48190b59246358b0383ab |
completed | April 8, 2026, 7:23 p.m. |
| NER | Named-entity recognition | batch_69d903ee4f9081909e5a58ecbd830b14 |
completed | April 10, 2026, 2:06 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f48b71e5c48190a58ace8ef7c8928d |
completed | May 1, 2026, 11:16 a.m. |
| NEDg | Description generation | batch_69f48fc7a8848190a06b34cc45db4789 |
completed | May 1, 2026, 11:34 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f495f069c48190a6e5856c272420c0 |
completed | May 1, 2026, noon |
Created at: April 8, 2026, 9:47 p.m.