Triple

T15013155
Position Surface form Disambiguated ID Type / Status
Subject Cobargo E377888 entity
Predicate wasAffectedBy P9 FINISHED
Object Black Summer bushfires
The Black Summer bushfires were a catastrophic series of bushfires across Australia during the 2019–2020 fire season, causing widespread destruction, loss of life, and severe environmental damage.
E1132412 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: Black Summer bushfires | Statement: [Cobargo, wasAffectedBy, Black Summer bushfires]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Black Summer bushfires
Context triple: [Cobargo, wasAffectedBy, Black Summer bushfires]
  • A. 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.
  • B. Larrakeyah
    Larrakeyah is an inner-city coastal suburb of Darwin in Australia's Northern Territory, known for its residential areas, military facilities, and proximity to the central business district.
  • C. Black Forest Fire
    The Black Forest Fire was a devastating 2013 wildfire in El Paso County, Colorado, that destroyed hundreds of homes and became one of the most destructive fires in the state's history.
  • D. Wildfire
    Wildfire is a 1988 American drama film featuring Frederic Forrest in a prominent role.
  • E. Wildfire
    "Wildfire" is a soulful, genre-blending track by American singer-songwriter Cautious Clay, known for its introspective lyrics and smooth, atmospheric production.
  • 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: Black Summer bushfires
Triple: [Cobargo, wasAffectedBy, Black Summer bushfires]
Generated description
The Black Summer bushfires were a catastrophic series of bushfires across Australia during the 2019–2020 fire season, causing widespread destruction, loss of life, and severe environmental damage.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Black Summer bushfires
Target entity description: The Black Summer bushfires were a catastrophic series of bushfires across Australia during the 2019–2020 fire season, causing widespread destruction, loss of life, and severe environmental damage.
  • A. 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.
  • B. Larrakeyah
    Larrakeyah is an inner-city coastal suburb of Darwin in Australia's Northern Territory, known for its residential areas, military facilities, and proximity to the central business district.
  • C. Black Forest Fire
    The Black Forest Fire was a devastating 2013 wildfire in El Paso County, Colorado, that destroyed hundreds of homes and became one of the most destructive fires in the state's history.
  • D. Wildfire
    Wildfire is a 1988 American drama film featuring Frederic Forrest in a prominent role.
  • E. Wildfire
    "Wildfire" is a soulful, genre-blending track by American singer-songwriter Cautious Clay, known for its introspective lyrics and smooth, atmospheric production.
  • 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_69d85cd3a3c881908c71fc424d459c17 completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69ded7613cec8190ac25e3f68c5d0edf completed April 15, 2026, 12:10 a.m.
NED1 Entity disambiguation (via context triple) batch_69fe96aa3c888190a65e7b3c3b130131 completed May 9, 2026, 2:06 a.m.
NEDg Description generation batch_69fe97af0a0c8190bca3ea103d05fd99 completed May 9, 2026, 2:10 a.m.
NED2 Entity disambiguation (via description) batch_69fe98b18ab48190b2a47418904e6643 completed May 9, 2026, 2:15 a.m.
Created at: April 10, 2026, 2:55 a.m.