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.