Triple
T8523434
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Naperville Fire Department |
E201750
|
entity |
| Predicate | collaboratesWith |
P37
|
FINISHED |
| Object |
Will County emergency services
Will County emergency services is the network of public safety agencies in Will County, Illinois, responsible for providing coordinated emergency medical, fire, and disaster response across the region.
|
E738049
|
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: Will County emergency services | Statement: [Naperville Fire Department, collaboratesWith, Will County emergency services]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Will County emergency services Context triple: [Naperville Fire Department, collaboratesWith, Will County emergency services]
-
A.
Will County Sheriff’s Office
The Will County Sheriff’s Office is the primary law enforcement agency serving unincorporated areas and county facilities in Will County, Illinois, providing patrol, investigations, corrections, and public safety services.
-
B.
Will County
Will County is a county in northeastern Illinois that includes the city of Joliet and forms part of the Chicago metropolitan area.
-
C.
Will County, Illinois
Will County, Illinois is a suburban county in northeastern Illinois that forms part of the greater Chicago metropolitan area.
-
D.
Ford County
Ford County is a county in southwestern Kansas known for its historic cattle town Dodge City and its role in the American Old West.
-
E.
Cole County
Cole County was the former name of what is now Union County in the southeastern part of South Dakota.
- 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: Will County emergency services Triple: [Naperville Fire Department, collaboratesWith, Will County emergency services]
Generated description
Will County emergency services is the network of public safety agencies in Will County, Illinois, responsible for providing coordinated emergency medical, fire, and disaster response across the region.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Will County emergency services Target entity description: Will County emergency services is the network of public safety agencies in Will County, Illinois, responsible for providing coordinated emergency medical, fire, and disaster response across the region.
-
A.
Will County Sheriff’s Office
The Will County Sheriff’s Office is the primary law enforcement agency serving unincorporated areas and county facilities in Will County, Illinois, providing patrol, investigations, corrections, and public safety services.
-
B.
Will County
Will County is a county in northeastern Illinois that includes the city of Joliet and forms part of the Chicago metropolitan area.
-
C.
Will County, Illinois
Will County, Illinois is a suburban county in northeastern Illinois that forms part of the greater Chicago metropolitan area.
-
D.
Ford County
Ford County is a county in southwestern Kansas known for its historic cattle town Dodge City and its role in the American Old West.
-
E.
Cole County
Cole County was the former name of what is now Union County in the southeastern part of South Dakota.
- 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_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_69ce4e8399f481909992aedf0d918cbc |
completed | April 2, 2026, 11:09 a.m. |
| NEDg | Description generation | batch_69ce4ffcf7488190b94cae18be14e8ff |
completed | April 2, 2026, 11:16 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ce507766448190830dd3efc8a79a74 |
completed | April 2, 2026, 11:18 a.m. |
Created at: March 30, 2026, 6:16 p.m.