Triple
T11153998
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Steger, Illinois |
E263857
|
entity |
| Predicate | borderedBy |
P224
|
FINISHED |
| Object |
South Chicago Heights, Illinois
South Chicago Heights, Illinois is a small suburban village in Cook County, located in the south Chicago metropolitan area.
|
E908484
|
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: South Chicago Heights, Illinois | Statement: [Steger, Illinois, borderedBy, South Chicago Heights, Illinois]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: South Chicago Heights, Illinois Context triple: [Steger, Illinois, borderedBy, South Chicago Heights, Illinois]
-
A.
Chicago Heights, Illinois
Chicago Heights, Illinois is a city in Cook County that serves as a residential and industrial community in the southern metropolitan area of Chicago.
-
B.
West Chicago, Illinois
West Chicago, Illinois is a suburban city in DuPage County known for its historic railroad roots and diverse residential community west of Chicago.
-
C.
North Chicago, Illinois
North Chicago, Illinois is an industrial and residential city in northeastern Illinois, known for hosting the Great Lakes Naval Training Center and being part of the Chicago metropolitan area.
-
D.
Palos Heights, Illinois
Palos Heights, Illinois is a suburban city in southwestern Cook County known for its residential character, parks, and proximity to the forest preserves of the Chicago metropolitan area.
-
E.
Glendale Heights, Illinois
Glendale Heights, Illinois is a suburban village in the Chicago metropolitan area known for its residential communities and location within DuPage County.
- 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: South Chicago Heights, Illinois Triple: [Steger, Illinois, borderedBy, South Chicago Heights, Illinois]
Generated description
South Chicago Heights, Illinois is a small suburban village in Cook County, located in the south Chicago metropolitan area.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: South Chicago Heights, Illinois Target entity description: South Chicago Heights, Illinois is a small suburban village in Cook County, located in the south Chicago metropolitan area.
-
A.
Chicago Heights, Illinois
Chicago Heights, Illinois is a city in Cook County that serves as a residential and industrial community in the southern metropolitan area of Chicago.
-
B.
West Chicago, Illinois
West Chicago, Illinois is a suburban city in DuPage County known for its historic railroad roots and diverse residential community west of Chicago.
-
C.
North Chicago, Illinois
North Chicago, Illinois is an industrial and residential city in northeastern Illinois, known for hosting the Great Lakes Naval Training Center and being part of the Chicago metropolitan area.
-
D.
Palos Heights, Illinois
Palos Heights, Illinois is a suburban city in southwestern Cook County known for its residential character, parks, and proximity to the forest preserves of the Chicago metropolitan area.
-
E.
Glendale Heights, Illinois
Glendale Heights, Illinois is a suburban village in the Chicago metropolitan area known for its residential communities and location within DuPage County.
- 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_69d6aa9ccddc8190868998c8b7beb060 |
completed | April 8, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69d7e872ffbc8190b8a3bbd912115342 |
completed | April 9, 2026, 5:57 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e46341f224819099dd618b377e5bc2 |
completed | April 19, 2026, 5:08 a.m. |
| NEDg | Description generation | batch_69e46c3448348190b2c062d21771066d |
completed | April 19, 2026, 5:46 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69e46dadbc5c8190b41279a05731dc95 |
completed | April 19, 2026, 5:52 a.m. |
Created at: April 8, 2026, 9:28 p.m.