Triple
T2725225
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Dennis Hastert |
E60174
|
entity |
| Predicate | placeOfBirth |
P1
|
FINISHED |
| Object | Aurora, Illinois, United States |
E45952
|
NE FINISHED |
How this triple was built (2 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: Aurora, Illinois, United States | Statement: [Dennis Hastert, placeOfBirth, Aurora, Illinois, United States]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Aurora, Illinois, United States Context triple: [Dennis Hastert, placeOfBirth, Aurora, Illinois, United States]
-
A.
Aurora, Illinois
chosen
Aurora, Illinois is a major city in the Chicago metropolitan area known for its historic downtown, diverse population, and role as a regional economic and cultural center.
-
B.
North Aurora, Illinois
North Aurora, Illinois is a suburban village along the Fox River in northeastern Illinois, located west of Chicago and adjacent to the city of Aurora.
-
C.
Elgin, Illinois
Elgin, Illinois is a city in the northwest suburbs of Chicago known for its historic architecture, diverse population, and location along the Fox River.
-
D.
Peoria, Illinois, United States
Peoria, Illinois, United States is a mid-sized city along the Illinois River known historically as a manufacturing and transportation hub and often cited as a barometer of mainstream American tastes.
-
E.
Glencoe, Illinois
Glencoe, Illinois is an affluent suburban village on Chicago’s North Shore, known for its historic homes, lakefront parks, and proximity to the Chicago Botanic Garden.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69ab4b746d248190958e052045c09255 |
completed | March 6, 2026, 9:47 p.m. |
| NER | Named-entity recognition | batch_69abdacd7e24819084a620063e3f7aa4 |
completed | March 7, 2026, 7:59 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b108c5319481909d3e1a237c3f661e |
completed | March 11, 2026, 6:16 a.m. |
Created at: March 6, 2026, 9:55 p.m.