Triple
T1426895
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Villa Park, Illinois |
E30352
|
entity |
| Predicate | adjacentTo |
P224
|
FINISHED |
| Object |
Northlake, Illinois
Northlake, Illinois is a suburban city in Cook County near Chicago, known for its residential neighborhoods and proximity to major transportation routes.
|
E333559
|
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: Northlake, Illinois | Statement: [Villa Park, Illinois, adjacentTo, Northlake, Illinois]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Northlake, Illinois Context triple: [Villa Park, Illinois, adjacentTo, Northlake, Illinois]
-
A.
Oak Brook, Illinois
Oak Brook, Illinois is an affluent suburban village west of Chicago known for its corporate headquarters, upscale shopping centers, and extensive parklands.
-
B.
Rolling Meadows, Illinois
Rolling Meadows, Illinois is a suburban city northwest of Chicago known for its residential neighborhoods, parks, and local business community.
-
C.
Naperville, Illinois
Naperville, Illinois is a large suburban city in the Chicago metropolitan area known for its high quality of life, strong schools, and vibrant downtown along the Riverwalk.
-
D.
Lake Bluff, Illinois
Lake Bluff, Illinois is a suburban village on the shore of Lake Michigan, known for its historic residential character and location north of Chicago.
-
E.
Shorewood, Illinois
Shorewood, Illinois is a suburban village in northeastern Illinois known for its residential communities and proximity to the city of Joliet.
- 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: Northlake, Illinois Triple: [Villa Park, Illinois, adjacentTo, Northlake, Illinois]
Generated description
Northlake, Illinois is a suburban city in Cook County near Chicago, known for its residential neighborhoods and proximity to major transportation routes.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Northlake, Illinois Target entity description: Northlake, Illinois is a suburban city in Cook County near Chicago, known for its residential neighborhoods and proximity to major transportation routes.
-
A.
Oak Brook, Illinois
Oak Brook, Illinois is an affluent suburban village west of Chicago known for its corporate headquarters, upscale shopping centers, and extensive parklands.
-
B.
Rolling Meadows, Illinois
Rolling Meadows, Illinois is a suburban city northwest of Chicago known for its residential neighborhoods, parks, and local business community.
-
C.
Naperville, Illinois
Naperville, Illinois is a large suburban city in the Chicago metropolitan area known for its high quality of life, strong schools, and vibrant downtown along the Riverwalk.
-
D.
Lake Bluff, Illinois
Lake Bluff, Illinois is a suburban village on the shore of Lake Michigan, known for its historic residential character and location north of Chicago.
-
E.
Shorewood, Illinois
Shorewood, Illinois is a suburban village in northeastern Illinois known for its residential communities and proximity to the city of Joliet.
- 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_69a498fb823c8190a67ce4c4837e641a |
completed | March 1, 2026, 7:52 p.m. |
| NER | Named-entity recognition | batch_69a4c4be7d208190bcfb46239bd72e56 |
completed | March 1, 2026, 10:59 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b235106b1c8190ae6d4d02aefd69a9 |
completed | March 12, 2026, 3:37 a.m. |
| NEDg | Description generation | batch_69b23634df448190b63f08b107511cb2 |
completed | March 12, 2026, 3:42 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b236f6ca1c8190ad3ca4f329d1a5ae |
completed | March 12, 2026, 3:45 a.m. |
Created at: March 1, 2026, 8 p.m.