Triple
T12816837
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Romeoville, Illinois |
E306423
|
entity |
| Predicate | hasFireDepartment |
P464
|
FINISHED |
| Object |
Romeoville Fire Department
The Romeoville Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and rescue operations for the community of Romeoville, Illinois.
|
E1006668
|
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: Romeoville Fire Department | Statement: [Romeoville, Illinois, hasFireDepartment, Romeoville Fire Department]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Romeoville Fire Department Context triple: [Romeoville, Illinois, hasFireDepartment, Romeoville Fire Department]
-
A.
Hoffman Estates Fire Department
The Hoffman Estates Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and rescue operations for the village of Hoffman Estates, Illinois.
-
B.
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.
-
C.
Park Ridge Fire Department
The Park Ridge Fire Department is the municipal fire and emergency response agency serving the community of Park Ridge, New Jersey.
-
D.
Romeoville Police Department
The Romeoville Police Department is the local law enforcement agency responsible for public safety, crime prevention, and policing services in the village of Romeoville, Illinois.
-
E.
Glenview Fire Department
The Glenview Fire Department is a municipal fire and emergency services agency serving the community of Glenview, Illinois, providing fire suppression, rescue, and emergency medical response.
- 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: Romeoville Fire Department Triple: [Romeoville, Illinois, hasFireDepartment, Romeoville Fire Department]
Generated description
The Romeoville Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and rescue operations for the community of Romeoville, Illinois.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Romeoville Fire Department Target entity description: The Romeoville Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and rescue operations for the community of Romeoville, Illinois.
-
A.
Hoffman Estates Fire Department
The Hoffman Estates Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and rescue operations for the village of Hoffman Estates, Illinois.
-
B.
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.
-
C.
Park Ridge Fire Department
The Park Ridge Fire Department is the municipal fire and emergency response agency serving the community of Park Ridge, New Jersey.
-
D.
Romeoville Police Department
The Romeoville Police Department is the local law enforcement agency responsible for public safety, crime prevention, and policing services in the village of Romeoville, Illinois.
-
E.
Glenview Fire Department
The Glenview Fire Department is a municipal fire and emergency services agency serving the community of Glenview, Illinois, providing fire suppression, rescue, and emergency medical response.
- 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_69d7bdf46c448190b1faa55aaacb6317 |
completed | April 9, 2026, 2:55 p.m. |
| NER | Named-entity recognition | batch_69d96e9d00088190ac0f5d60e1de7a7c |
completed | April 10, 2026, 9:41 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f69b97ffd481909c540f52c781f63f |
completed | May 3, 2026, 12:49 a.m. |
| NEDg | Description generation | batch_69f69d48e6948190a13afe3b8943d877 |
completed | May 3, 2026, 12:56 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f69dfa2b8481908827025a28bfb056 |
completed | May 3, 2026, 12:59 a.m. |
Created at: April 9, 2026, 5:31 p.m.