Triple
T6946155
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Warrandyte |
E160802
|
entity |
| Predicate | hasFireService |
P8978
|
FINISHED |
| Object |
Warrandyte Fire Brigade
Warrandyte Fire Brigade is a local volunteer-based firefighting and emergency response service that protects the Warrandyte community in Victoria, Australia.
|
E631942
|
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: Warrandyte Fire Brigade | Statement: [Warrandyte, hasFireService, Warrandyte Fire Brigade]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Warrandyte Fire Brigade Context triple: [Warrandyte, hasFireService, Warrandyte Fire Brigade]
-
A.
Manchester Fire Brigade
Manchester Fire Brigade was a former local fire and rescue authority that served the Manchester area before being incorporated into the larger Greater Manchester Fire and Rescue Service.
-
B.
Surrey Fire and Rescue Service
Surrey Fire and Rescue Service is the statutory fire and rescue authority responsible for providing fire protection, emergency response, and community safety services across the county of Surrey, England.
-
C.
Middlesex Borough Rescue Squad
Middlesex Borough Rescue Squad is a local emergency medical services organization that provides ambulance and rescue response for residents of Middlesex Borough, New Jersey.
-
D.
Ross Fire Department
The Ross Fire Department is the local emergency response agency providing fire protection, rescue services, and related public safety support to the town of Ross, California.
-
E.
Saint Helena Fire and Rescue Service
Saint Helena Fire and Rescue Service is the island’s official emergency service responsible for firefighting, rescue operations, and related public safety functions on Saint Helena.
- 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: Warrandyte Fire Brigade Triple: [Warrandyte, hasFireService, Warrandyte Fire Brigade]
Generated description
Warrandyte Fire Brigade is a local volunteer-based firefighting and emergency response service that protects the Warrandyte community in Victoria, Australia.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Warrandyte Fire Brigade Target entity description: Warrandyte Fire Brigade is a local volunteer-based firefighting and emergency response service that protects the Warrandyte community in Victoria, Australia.
-
A.
Manchester Fire Brigade
Manchester Fire Brigade was a former local fire and rescue authority that served the Manchester area before being incorporated into the larger Greater Manchester Fire and Rescue Service.
-
B.
Surrey Fire and Rescue Service
Surrey Fire and Rescue Service is the statutory fire and rescue authority responsible for providing fire protection, emergency response, and community safety services across the county of Surrey, England.
-
C.
Middlesex Borough Rescue Squad
Middlesex Borough Rescue Squad is a local emergency medical services organization that provides ambulance and rescue response for residents of Middlesex Borough, New Jersey.
-
D.
Ross Fire Department
The Ross Fire Department is the local emergency response agency providing fire protection, rescue services, and related public safety support to the town of Ross, California.
-
E.
Saint Helena Fire and Rescue Service
Saint Helena Fire and Rescue Service is the island’s official emergency service responsible for firefighting, rescue operations, and related public safety functions on Saint Helena.
- 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_69c68850419081909fb426b8f5a304c7 |
completed | March 27, 2026, 1:38 p.m. |
| NER | Named-entity recognition | batch_69c6da8a65c48190b6862fc60f6c7f7a |
completed | March 27, 2026, 7:29 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c7586b6f0c8190a6caad7d020e9c4d |
completed | March 28, 2026, 4:26 a.m. |
| NEDg | Description generation | batch_69c75a417b7481908846a53712ea2323 |
completed | March 28, 2026, 4:34 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c75abf8de881908e1ae0a46da795bc |
completed | March 28, 2026, 4:36 a.m. |
Created at: March 27, 2026, 2:28 p.m.