Triple
T2356064
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bensenville, Illinois |
E47557
|
entity |
| Predicate | hasFireProtection |
P15826
|
FINISHED |
| Object |
Bensenville Fire Protection District
Bensenville Fire Protection District is the local agency responsible for providing fire suppression, emergency medical services, and related public safety functions to the community of Bensenville, Illinois.
|
E260267
|
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: Bensenville Fire Protection District | Statement: [Bensenville, Illinois, hasFireProtection, Bensenville Fire Protection District]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bensenville Fire Protection District Context triple: [Bensenville, Illinois, hasFireProtection, Bensenville Fire Protection District]
-
A.
Warrenville Fire Protection District
Warrenville Fire Protection District is the agency responsible for providing fire suppression, emergency medical services, and related public safety functions to the community of Warrenville, Illinois.
-
B.
Bensenville Police Department
The Bensenville Police Department is the local law enforcement agency responsible for public safety, crime prevention, and community policing in Bensenville, Illinois.
-
C.
Naperville Fire Department
The Naperville Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and rescue operations for the city of Naperville, Illinois.
-
D.
Bensenville School District 2
Bensenville School District 2 is a public school district serving elementary and middle school students in the village of Bensenville, Illinois.
-
E.
Westmont Fire Department
The Westmont Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and related public safety support to the community of Westmont.
- 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: Bensenville Fire Protection District Triple: [Bensenville, Illinois, hasFireProtection, Bensenville Fire Protection District]
Generated description
Bensenville Fire Protection District is the local agency responsible for providing fire suppression, emergency medical services, and related public safety functions to the community of Bensenville, Illinois.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bensenville Fire Protection District Target entity description: Bensenville Fire Protection District is the local agency responsible for providing fire suppression, emergency medical services, and related public safety functions to the community of Bensenville, Illinois.
-
A.
Warrenville Fire Protection District
Warrenville Fire Protection District is the agency responsible for providing fire suppression, emergency medical services, and related public safety functions to the community of Warrenville, Illinois.
-
B.
Bensenville Police Department
The Bensenville Police Department is the local law enforcement agency responsible for public safety, crime prevention, and community policing in Bensenville, Illinois.
-
C.
Naperville Fire Department
The Naperville Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and rescue operations for the city of Naperville, Illinois.
-
D.
Bensenville School District 2
Bensenville School District 2 is a public school district serving elementary and middle school students in the village of Bensenville, Illinois.
-
E.
Westmont Fire Department
The Westmont Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and related public safety support to the community of Westmont.
- 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_69a88a1b678c8190bce986922ba60ce0 |
completed | March 4, 2026, 7:38 p.m. |
| NER | Named-entity recognition | batch_69abc6fd4e488190b763a1c9b5d18f2c |
completed | March 7, 2026, 6:34 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69aea888b5a881909b1f91562957388d |
completed | March 9, 2026, 11:01 a.m. |
| NEDg | Description generation | batch_69aea9e4fd748190870fca46e6d2ea78 |
completed | March 9, 2026, 11:07 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69aeaa3f5afc8190af11862c52f35074 |
completed | March 9, 2026, 11:08 a.m. |
Created at: March 4, 2026, 7:54 p.m.