Triple
T4436956
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | San Bernardino County Fire Protection District |
E95673
|
entity |
| Predicate | hasOrganizationalUnit |
P254
|
FINISHED |
| Object |
Wildland Division
The Wildland Division is a specialized unit within the San Bernardino County Fire Protection District focused on preventing, managing, and suppressing wildland and vegetation fires across the region.
|
E440223
|
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: Wildland Division | Statement: [San Bernardino County Fire Protection District, hasOrganizationalUnit, Wildland Division]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Wildland Division Context triple: [San Bernardino County Fire Protection District, hasOrganizationalUnit, Wildland Division]
-
A.
Division of Forestry and Fire Protection
The Division of Forestry and Fire Protection is the Alaska state agency responsible for managing forest resources and leading wildfire prevention and suppression efforts across the state.
-
B.
Forest Division
The Forest Division is a unit within the United Nations Department of Economic and Social Affairs that focuses on international forest policy, sustainable forest management, and related environmental and developmental issues.
-
C.
Wildlife Resources Division
The Wildlife Resources Division is a branch of Georgia’s state government responsible for managing and conserving the state’s wildlife, freshwater fisheries, and related outdoor recreational resources.
-
D.
Division of Forestry and Wildlife
The Division of Forestry and Wildlife is a Hawaii state agency responsible for managing public forest lands, wildlife resources, and natural area reserves across the islands.
-
E.
Wildlife Division
The Wildlife Division is a branch of Michigan’s state government responsible for managing and conserving the state’s wild animals and their habitats.
- 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: Wildland Division Triple: [San Bernardino County Fire Protection District, hasOrganizationalUnit, Wildland Division]
Generated description
The Wildland Division is a specialized unit within the San Bernardino County Fire Protection District focused on preventing, managing, and suppressing wildland and vegetation fires across the region.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Wildland Division Target entity description: The Wildland Division is a specialized unit within the San Bernardino County Fire Protection District focused on preventing, managing, and suppressing wildland and vegetation fires across the region.
-
A.
Division of Forestry and Fire Protection
The Division of Forestry and Fire Protection is the Alaska state agency responsible for managing forest resources and leading wildfire prevention and suppression efforts across the state.
-
B.
Forest Division
The Forest Division is a unit within the United Nations Department of Economic and Social Affairs that focuses on international forest policy, sustainable forest management, and related environmental and developmental issues.
-
C.
Wildlife Resources Division
The Wildlife Resources Division is a branch of Georgia’s state government responsible for managing and conserving the state’s wildlife, freshwater fisheries, and related outdoor recreational resources.
-
D.
Division of Forestry and Wildlife
The Division of Forestry and Wildlife is a Hawaii state agency responsible for managing public forest lands, wildlife resources, and natural area reserves across the islands.
-
E.
Wildlife Division
The Wildlife Division is a branch of Michigan’s state government responsible for managing and conserving the state’s wild animals and their habitats.
- 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_69b3453ea2b48190a26f154b3b8fece5 |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b3558b1d4481909060ede5e0ded4bc |
completed | March 13, 2026, 12:08 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b6137960908190814cbdf0b4e56542 |
completed | March 15, 2026, 2:03 a.m. |
| NEDg | Description generation | batch_69b61439a86c8190849c5af718ddc647 |
completed | March 15, 2026, 2:06 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b614d6106c81908a601f540622f934 |
completed | March 15, 2026, 2:09 a.m. |
Created at: March 12, 2026, 11:31 p.m.