Triple

T3692365
Position Surface form Disambiguated ID Type / Status
Subject Lahaina Historic District E78371 entity
Predicate significantDamageFrom P993 FINISHED
Object 2023 Maui wildfires
The 2023 Maui wildfires were a catastrophic series of fires on the Hawaiian island of Maui that caused widespread destruction, particularly in the town of Lahaina, and resulted in one of the deadliest wildfire disasters in modern U.S. history.
E380866 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: 2023 Maui wildfires | Statement: [Lahaina Historic District, significantDamageFrom, 2023 Maui wildfires]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: 2023 Maui wildfires
Context triple: [Lahaina Historic District, significantDamageFrom, 2023 Maui wildfires]
  • A. 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.
  • B. 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.
  • C. Wildfire
    "Wildfire" is a soulful, genre-blending track by American singer-songwriter Cautious Clay, known for its introspective lyrics and smooth, atmospheric production.
  • D. Black Saturday
    Black Saturday is the Christian observance between Good Friday and Easter Sunday that commemorates Jesus Christ’s body lying in the tomb and his followers’ mourning and waiting.
  • E. Fuego
    Fuego is an active stratovolcano in Guatemala known for its frequent explosive eruptions and dramatic ash plumes.
  • 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: 2023 Maui wildfires
Triple: [Lahaina Historic District, significantDamageFrom, 2023 Maui wildfires]
Generated description
The 2023 Maui wildfires were a catastrophic series of fires on the Hawaiian island of Maui that caused widespread destruction, particularly in the town of Lahaina, and resulted in one of the deadliest wildfire disasters in modern U.S. history.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: 2023 Maui wildfires
Target entity description: The 2023 Maui wildfires were a catastrophic series of fires on the Hawaiian island of Maui that caused widespread destruction, particularly in the town of Lahaina, and resulted in one of the deadliest wildfire disasters in modern U.S. history.
  • A. 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.
  • B. 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.
  • C. Wildfire
    "Wildfire" is a soulful, genre-blending track by American singer-songwriter Cautious Clay, known for its introspective lyrics and smooth, atmospheric production.
  • D. Black Saturday
    Black Saturday is the Christian observance between Good Friday and Easter Sunday that commemorates Jesus Christ’s body lying in the tomb and his followers’ mourning and waiting.
  • E. Fuego
    Fuego is an active stratovolcano in Guatemala known for its frequent explosive eruptions and dramatic ash plumes.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: significantDamageFrom
Context triple: [Lahaina Historic District, significantDamageFrom, 2023 Maui wildfires]
  • A. damagedBy chosen
    Indicates that one entity has caused harm, impairment, or deterioration to another entity.
  • B. damageTo
    Indicates a relationship where one entity causes harm, loss, or deterioration to another entity.
  • C. damagedIn
    Indicates that an entity has suffered harm, impairment, or destruction as a result of a specified event, process, or condition.
  • D. isMajorDamOf
    Indicates that one dam is the primary or most significant dam associated with a particular river, reservoir, or water system.
  • E. significantLoss
    Indicates that an entity has experienced a major or substantial decrease in value, quantity, or status beyond a normal or minor loss.
  • 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_69ad85e285a081908f8cbfa9e2ed9b75 completed March 8, 2026, 2:21 p.m.
NER Named-entity recognition batch_69adc4e89f588190951371439a035850 completed March 8, 2026, 6:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69b4c3cd64c4819098f9f93a8d2efdf7 completed March 14, 2026, 2:11 a.m.
NEDg Description generation batch_69b4c5e9ce5481909465e77cb3590f88 completed March 14, 2026, 2:20 a.m.
NED2 Entity disambiguation (via description) batch_69b4c644efe0819098d982c6a06cd9b4 completed March 14, 2026, 2:21 a.m.
PD Predicate disambiguation batch_69adb84dc5808190850aa6975cb09e27 completed March 8, 2026, 5:56 p.m.
Created at: March 8, 2026, 3:26 p.m.