Triple
T8274875
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | South Holland Fire Department |
E193519
|
entity |
| Predicate | hasDivision |
P35
|
FINISHED |
| Object |
fire prevention and public education division
The fire prevention and public education division is a specialized unit within the South Holland Fire Department focused on reducing fire risks through inspections, safety programs, and community education initiatives.
|
E723023
|
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: fire prevention and public education division | Statement: [South Holland Fire Department, hasDivision, fire prevention and public education division]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: fire prevention and public education division Context triple: [South Holland Fire Department, hasDivision, fire prevention and public education division]
-
A.
Fire Prevention Division
The Fire Prevention Division is a specialized unit of the Arlington County Fire Department responsible for reducing fire risk through inspections, code enforcement, public education, and safety outreach.
-
B.
Fire Prevention Division
The Fire Prevention Division is the unit within DC Fire and Emergency Medical Services responsible for reducing fire risk through inspections, code enforcement, public education, and related safety programs.
-
C.
fire prevention division
The fire prevention division is a specialized unit within the Plymouth Fire Department responsible for reducing fire risks through inspections, code enforcement, public education, and safety outreach.
-
D.
Fire Prevention Bureau
The Fire Prevention Bureau is a specialized division of the Chicago Fire Department responsible for enforcing fire codes, conducting inspections, and promoting fire safety to prevent fires and related hazards in the city.
-
E.
Office of Fire Prevention and Control
The Office of Fire Prevention and Control is a New York State agency responsible for fire safety regulation, firefighter training, and support for fire services across the state.
- 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: fire prevention and public education division Triple: [South Holland Fire Department, hasDivision, fire prevention and public education division]
Generated description
The fire prevention and public education division is a specialized unit within the South Holland Fire Department focused on reducing fire risks through inspections, safety programs, and community education initiatives.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: fire prevention and public education division Target entity description: The fire prevention and public education division is a specialized unit within the South Holland Fire Department focused on reducing fire risks through inspections, safety programs, and community education initiatives.
-
A.
Fire Prevention Division
The Fire Prevention Division is a specialized unit of the Arlington County Fire Department responsible for reducing fire risk through inspections, code enforcement, public education, and safety outreach.
-
B.
Fire Prevention Division
The Fire Prevention Division is the unit within DC Fire and Emergency Medical Services responsible for reducing fire risk through inspections, code enforcement, public education, and related safety programs.
-
C.
fire prevention division
The fire prevention division is a specialized unit within the Plymouth Fire Department responsible for reducing fire risks through inspections, code enforcement, public education, and safety outreach.
-
D.
Fire Prevention Bureau
The Fire Prevention Bureau is a specialized division of the Chicago Fire Department responsible for enforcing fire codes, conducting inspections, and promoting fire safety to prevent fires and related hazards in the city.
-
E.
Office of Fire Prevention and Control
The Office of Fire Prevention and Control is a New York State agency responsible for fire safety regulation, firefighter training, and support for fire services across the state.
- 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_69ca82e14ae481908ffdb822cd2192bc |
completed | March 30, 2026, 2:04 p.m. |
| NER | Named-entity recognition | batch_69cb798bc29c8190927ef4b0662d6b98 |
completed | March 31, 2026, 7:36 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cd68502888819084bfe4621978711d |
completed | April 1, 2026, 6:47 p.m. |
| NEDg | Description generation | batch_69cd6c21172481908dc04b85ee4370a8 |
completed | April 1, 2026, 7:04 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cd7e0d1b8c8190b5183cc176432061 |
completed | April 1, 2026, 8:20 p.m. |
Created at: March 30, 2026, 5:51 p.m.