Triple
T12977007
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mahomet, Illinois |
E321549
|
entity |
| Predicate | hasEmergencyServices |
P464
|
FINISHED |
| Object |
Mahomet Area Fire Protection District
The Mahomet Area Fire Protection District is a local emergency response agency that provides fire suppression, rescue, and related public safety services to Mahomet, Illinois and the surrounding area.
|
E1012465
|
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: Mahomet Area Fire Protection District | Statement: [Mahomet, Illinois, hasEmergencyServices, Mahomet Area Fire Protection District]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mahomet Area Fire Protection District Context triple: [Mahomet, Illinois, hasEmergencyServices, Mahomet Area Fire Protection District]
-
A.
Minooka Fire Protection District
Minooka Fire Protection District is the local emergency services agency that provides fire suppression, rescue, and emergency medical response for Minooka, Illinois and the surrounding area.
-
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.
Crockett-Carquinez Fire Protection District
The Crockett-Carquinez Fire Protection District is a local fire and emergency services agency responsible for protecting the communities of Crockett, Port Costa, and surrounding areas in Contra Costa County, California.
-
D.
Moody Fire Department
The Moody Fire Department is the municipal fire and emergency services agency responsible for protecting lives and property in the city of Moody, Alabama.
-
E.
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.
- 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: Mahomet Area Fire Protection District Triple: [Mahomet, Illinois, hasEmergencyServices, Mahomet Area Fire Protection District]
Generated description
The Mahomet Area Fire Protection District is a local emergency response agency that provides fire suppression, rescue, and related public safety services to Mahomet, Illinois and the surrounding area.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Mahomet Area Fire Protection District Target entity description: The Mahomet Area Fire Protection District is a local emergency response agency that provides fire suppression, rescue, and related public safety services to Mahomet, Illinois and the surrounding area.
-
A.
Minooka Fire Protection District
Minooka Fire Protection District is the local emergency services agency that provides fire suppression, rescue, and emergency medical response for Minooka, Illinois and the surrounding area.
-
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.
Crockett-Carquinez Fire Protection District
The Crockett-Carquinez Fire Protection District is a local fire and emergency services agency responsible for protecting the communities of Crockett, Port Costa, and surrounding areas in Contra Costa County, California.
-
D.
Moody Fire Department
The Moody Fire Department is the municipal fire and emergency services agency responsible for protecting lives and property in the city of Moody, Alabama.
-
E.
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.
- 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_69d80763bd6c819094437da5b20b01d2 |
completed | April 9, 2026, 8:09 p.m. |
| NER | Named-entity recognition | batch_69d97e48c0208190bb7ec80780480b37 |
completed | April 10, 2026, 10:48 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6b8f0315c8190aae5908ba65d5867 |
completed | May 3, 2026, 2:54 a.m. |
| NEDg | Description generation | batch_69f6b9dc31ec819093c89ff0a1ccbfa1 |
completed | May 3, 2026, 2:58 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f6baacd7548190af5514923a0dee26 |
completed | May 3, 2026, 3:02 a.m. |
Created at: April 9, 2026, 8:38 p.m.