Triple
T10279764
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | O'Fallon, Missouri |
E241065
|
entity |
| Predicate | hasFireProtection |
P15826
|
FINISHED |
| Object |
O'Fallon Fire Protection District
O'Fallon Fire Protection District is the public fire and emergency services agency responsible for protecting lives and property in and around O'Fallon, Missouri.
|
E854942
|
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: O'Fallon Fire Protection District | Statement: [O'Fallon, Missouri, hasFireProtection, O'Fallon Fire Protection District]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: O'Fallon Fire Protection District Context triple: [O'Fallon, Missouri, hasFireProtection, O'Fallon Fire Protection District]
-
A.
O'Fallon Police Department
The O'Fallon Police Department is the municipal law enforcement agency responsible for public safety and policing services in the city of O'Fallon, Missouri.
-
B.
Tri-State Fire Protection District
Tri-State Fire Protection District is a regional fire and emergency medical services agency that provides fire protection and rescue services to the Village of Darien and surrounding communities.
-
C.
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.
-
D.
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.
-
E.
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.
- 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: O'Fallon Fire Protection District Triple: [O'Fallon, Missouri, hasFireProtection, O'Fallon Fire Protection District]
Generated description
O'Fallon Fire Protection District is the public fire and emergency services agency responsible for protecting lives and property in and around O'Fallon, Missouri.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: O'Fallon Fire Protection District Target entity description: O'Fallon Fire Protection District is the public fire and emergency services agency responsible for protecting lives and property in and around O'Fallon, Missouri.
-
A.
O'Fallon Police Department
The O'Fallon Police Department is the municipal law enforcement agency responsible for public safety and policing services in the city of O'Fallon, Missouri.
-
B.
Tri-State Fire Protection District
Tri-State Fire Protection District is a regional fire and emergency medical services agency that provides fire protection and rescue services to the Village of Darien and surrounding communities.
-
C.
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.
-
D.
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.
-
E.
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.
- 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_69d381a94c1881908fc38fc263d9b9c2 |
completed | April 6, 2026, 9:49 a.m. |
| NER | Named-entity recognition | batch_69d4d29fdf2c819099dd581deac08cf2 |
completed | April 7, 2026, 9:47 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d71cf7f644819085dd687b286004ad |
completed | April 9, 2026, 3:28 a.m. |
| NEDg | Description generation | batch_69d73180d90481908f1b4768230edd36 |
completed | April 9, 2026, 4:56 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d7326b14988190bff33dc01e690707 |
completed | April 9, 2026, 5 a.m. |
Created at: April 6, 2026, 11:38 a.m.