Triple
T4733490
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Fort McMurray |
E105066
|
entity |
| Predicate | wildfireEvent |
P27153
|
FINISHED |
| Object |
2016 Fort McMurray wildfire
The 2016 Fort McMurray wildfire was a massive and devastating forest fire in Alberta, Canada, that forced the evacuation of an entire city and became one of the costliest natural disasters in Canadian history.
|
E465383
|
NE FINISHED |
How this triple was built (5 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: 2016 Fort McMurray wildfire | Statement: [Fort McMurray, wildfireEvent, 2016 Fort McMurray wildfire]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: 2016 Fort McMurray wildfire Context triple: [Fort McMurray, wildfireEvent, 2016 Fort McMurray wildfire]
-
A.
Eagle Creek Fire 2017
Eagle Creek Fire 2017 was a major human-caused wildfire in the Columbia River Gorge in Oregon that burned thousands of acres, forced evacuations, and led to long-term trail and area closures.
-
B.
Thomas Fire
The Thomas Fire was a massive and destructive 2017 wildfire in Southern California that became one of the largest in the state's history, severely impacting Ventura and Santa Barbara counties.
-
C.
2016 Great Smoky Mountains wildfires
The 2016 Great Smoky Mountains wildfires were a devastating series of late-season forest fires in and around Great Smoky Mountains National Park that caused widespread destruction, fatalities, and massive property damage in eastern Tennessee.
-
D.
Wildfire
"Wildfire" is a soulful, genre-blending track by American singer-songwriter Cautious Clay, known for its introspective lyrics and smooth, atmospheric production.
-
E.
Great Midwest Fires of 1871
The Great Midwest Fires of 1871 were a series of devastating wildfires across several Midwestern U.S. states, including the infamous Peshtigo Fire, that caused massive destruction and loss of life in early October 1871.
- 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: 2016 Fort McMurray wildfire Triple: [Fort McMurray, wildfireEvent, 2016 Fort McMurray wildfire]
Generated description
The 2016 Fort McMurray wildfire was a massive and devastating forest fire in Alberta, Canada, that forced the evacuation of an entire city and became one of the costliest natural disasters in Canadian history.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: 2016 Fort McMurray wildfire Target entity description: The 2016 Fort McMurray wildfire was a massive and devastating forest fire in Alberta, Canada, that forced the evacuation of an entire city and became one of the costliest natural disasters in Canadian history.
-
A.
Eagle Creek Fire 2017
Eagle Creek Fire 2017 was a major human-caused wildfire in the Columbia River Gorge in Oregon that burned thousands of acres, forced evacuations, and led to long-term trail and area closures.
-
B.
Thomas Fire
The Thomas Fire was a massive and destructive 2017 wildfire in Southern California that became one of the largest in the state's history, severely impacting Ventura and Santa Barbara counties.
-
C.
2016 Great Smoky Mountains wildfires
The 2016 Great Smoky Mountains wildfires were a devastating series of late-season forest fires in and around Great Smoky Mountains National Park that caused widespread destruction, fatalities, and massive property damage in eastern Tennessee.
-
D.
Wildfire
"Wildfire" is a soulful, genre-blending track by American singer-songwriter Cautious Clay, known for its introspective lyrics and smooth, atmospheric production.
-
E.
Great Midwest Fires of 1871
The Great Midwest Fires of 1871 were a series of devastating wildfires across several Midwestern U.S. states, including the infamous Peshtigo Fire, that caused massive destruction and loss of life in early October 1871.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: wildfireEvent Context triple: [Fort McMurray, wildfireEvent, 2016 Fort McMurray wildfire]
-
A.
wildfireRisk
Indicates the likelihood or potential severity of wildfires occurring in a given area or under specific conditions.
-
B.
nearbyWildfire
Indicates that a wildfire is occurring close enough to a given location or entity to be considered in its immediate vicinity.
-
C.
notableFire
chosen
Indicates that a significant or historically important fire event is associated with the subject.
-
D.
fires
Indicates that an agent initiates the discharge or ignition of something, such as a weapon, engine, or explosive device, causing it to operate or go off.
-
E.
bushfiresImpact
Indicates how bushfires affect or influence other entities, conditions, or outcomes.
- F. None of above.
Provenance (6 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_69bd43ee52048190b81a4f066534ffb3 |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd6466354481908595f5bb56025cdb |
completed | March 20, 2026, 3:14 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be10acf7488190946b31f95114d459 |
completed | March 21, 2026, 3:29 a.m. |
| NEDg | Description generation | batch_69be1502bbb4819094c27231dc6a9762 |
completed | March 21, 2026, 3:48 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69be15ba6dac8190b37130ba0a9209c3 |
completed | March 21, 2026, 3:51 a.m. |
| PD | Predicate disambiguation | batch_69bd6221c3b881908604f35f8de6f16b |
completed | March 20, 2026, 3:05 p.m. |
Created at: March 20, 2026, 1:19 p.m.