Triple
T10696204
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Catonsville |
E252148
|
entity |
| Predicate | hasFireDepartment |
P464
|
FINISHED |
| Object |
Catonsville Volunteer Fire Department
The Catonsville Volunteer Fire Department is a community-based, volunteer-run fire and emergency services organization serving the Catonsville area.
|
E880764
|
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: Catonsville Volunteer Fire Department | Statement: [Catonsville, hasFireDepartment, Catonsville Volunteer Fire Department]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Catonsville Volunteer Fire Department Context triple: [Catonsville, hasFireDepartment, Catonsville Volunteer Fire Department]
-
A.
Cheverly Volunteer Fire Department
The Cheverly Volunteer Fire Department is a community-based, volunteer-run fire and emergency services organization serving the town of Cheverly, Maryland and surrounding areas.
-
B.
Walkersville Volunteer Fire Company
Walkersville Volunteer Fire Company is a community-based, all-volunteer fire and emergency services organization serving the town of Walkersville and surrounding areas in Maryland.
-
C.
Smithfield Fire Department
The Smithfield Fire Department is the municipal emergency services agency responsible for fire protection, rescue operations, and emergency medical response in Smithfield, Rhode Island.
-
D.
Prince Frederick Volunteer Fire Department
Prince Frederick Volunteer Fire Department is a community-based, all-volunteer fire and rescue organization serving the town of Prince Frederick and surrounding areas in Calvert County, Maryland.
-
E.
Spotswood Fire Department
The Spotswood Fire Department is the municipal fire and emergency response agency serving the community of Spotswood, New Jersey.
- 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: Catonsville Volunteer Fire Department Triple: [Catonsville, hasFireDepartment, Catonsville Volunteer Fire Department]
Generated description
The Catonsville Volunteer Fire Department is a community-based, volunteer-run fire and emergency services organization serving the Catonsville area.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Catonsville Volunteer Fire Department Target entity description: The Catonsville Volunteer Fire Department is a community-based, volunteer-run fire and emergency services organization serving the Catonsville area.
-
A.
Cheverly Volunteer Fire Department
The Cheverly Volunteer Fire Department is a community-based, volunteer-run fire and emergency services organization serving the town of Cheverly, Maryland and surrounding areas.
-
B.
Walkersville Volunteer Fire Company
Walkersville Volunteer Fire Company is a community-based, all-volunteer fire and emergency services organization serving the town of Walkersville and surrounding areas in Maryland.
-
C.
Smithfield Fire Department
The Smithfield Fire Department is the municipal emergency services agency responsible for fire protection, rescue operations, and emergency medical response in Smithfield, Rhode Island.
-
D.
Prince Frederick Volunteer Fire Department
Prince Frederick Volunteer Fire Department is a community-based, all-volunteer fire and rescue organization serving the town of Prince Frederick and surrounding areas in Calvert County, Maryland.
-
E.
Spotswood Fire Department
The Spotswood Fire Department is the municipal fire and emergency response agency serving the community of Spotswood, New Jersey.
- 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_69d6aa5bd7c08190a816e733b4045c23 |
completed | April 8, 2026, 7:19 p.m. |
| NER | Named-entity recognition | batch_69d6fd3af5248190ab807965255e9ad2 |
completed | April 9, 2026, 1:13 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d998da1738819099a9090c3e8badc9 |
completed | April 11, 2026, 12:42 a.m. |
| NEDg | Description generation | batch_69d99e8534688190b312b737e0b9cd53 |
completed | April 11, 2026, 1:06 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69dadcb861a08190bb9f64a91117f35d |
completed | April 11, 2026, 11:43 p.m. |
Created at: April 8, 2026, 9:11 p.m.