Triple
T6994819
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hoffman Estates, Illinois |
E162181
|
entity |
| Predicate | hasFacility |
P105
|
FINISHED |
| Object |
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.
|
E635926
|
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: Hoffman Estates Fire Department | Statement: [Hoffman Estates, Illinois, hasFacility, Hoffman Estates Fire Department]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hoffman Estates Fire Department Context triple: [Hoffman Estates, Illinois, hasFacility, Hoffman Estates Fire Department]
-
A.
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.
-
B.
Calumet City Fire Department
The Calumet City Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and rescue operations for Calumet City, Illinois.
-
C.
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.
-
D.
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.
-
E.
Oak Point Fire Department
Oak Point Fire Department is the municipal fire and emergency services agency responsible for protecting lives and property in the Town of Oak Point, Texas.
- 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: Hoffman Estates Fire Department Triple: [Hoffman Estates, Illinois, hasFacility, Hoffman Estates Fire Department]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hoffman Estates Fire Department Target entity description: 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.
-
A.
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.
-
B.
Calumet City Fire Department
The Calumet City Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and rescue operations for Calumet City, Illinois.
-
C.
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.
-
D.
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.
-
E.
Oak Point Fire Department
Oak Point Fire Department is the municipal fire and emergency services agency responsible for protecting lives and property in the Town of Oak Point, Texas.
- 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_69c68857ffc08190857dc62cd5253777 |
completed | March 27, 2026, 1:38 p.m. |
| NER | Named-entity recognition | batch_69c6dbec259c8190bb4cfbc1ff6fc786 |
completed | March 27, 2026, 7:35 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c76a1adec88190a769ec7af0fa7b51 |
completed | March 28, 2026, 5:41 a.m. |
| NEDg | Description generation | batch_69c76aac21448190ac2b94c836f2f725 |
completed | March 28, 2026, 5:44 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c76b3efc0081909e506f9a828d4fd8 |
completed | March 28, 2026, 5:46 a.m. |
Created at: March 27, 2026, 2:32 p.m.