Triple
T8523413
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Naperville Fire Department |
E201750
|
entity |
| Predicate | isMunicipalAgencyOf |
P20720
|
FINISHED |
| Object | City of Naperville |
E39269
|
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: City of Naperville | Statement: [Naperville Fire Department, isMunicipalAgencyOf, City of Naperville]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: City of Naperville Context triple: [Naperville Fire Department, isMunicipalAgencyOf, City of Naperville]
-
A.
Naperville Township
Naperville Township is a local governmental subdivision in DuPage County, Illinois, encompassing parts of the city of Naperville and surrounding suburban areas.
-
B.
Naperville, Illinois
chosen
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.
-
C.
Nashoba Valley
Nashoba Valley is a region in north-central Massachusetts known for its rolling hills, outdoor recreation areas, and small New England towns.
-
D.
Arlington Heights
Arlington Heights is the elevated landform in Arlington, Virginia, that overlooks Washington, D.C. and serves as the site of Arlington National Cemetery and the former Arlington House estate.
-
E.
Downers Grove, Illinois
Downers Grove, Illinois is a suburban village west of Chicago known for its commuter-friendly location, strong schools, and mix of residential neighborhoods and commercial districts.
- 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_69ca8321bb44819081b74df0b710276d |
completed | March 30, 2026, 2:05 p.m. |
| NER | Named-entity recognition | batch_69cbe64362c88190b978a2544eec6e3e |
completed | March 31, 2026, 3:20 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cea84a8a5081909bdcc066e2ba09a4 |
completed | April 2, 2026, 5:32 p.m. |
Created at: March 30, 2026, 6:16 p.m.