Triple

T3418006
Position Surface form Disambiguated ID Type / Status
Subject Los Angeles County Fire Department E72055 entity
Predicate hasDivision P35 FINISHED
Object Special Operations
Special Operations is a specialized division of the Los Angeles County Fire Department responsible for handling complex, high-risk, and technical emergency incidents beyond the scope of routine firefighting and rescue operations.
E356760 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: Special Operations | Statement: [Los Angeles County Fire Department, hasDivision, Special Operations]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Special Operations
Context triple: [Los Angeles County Fire Department, hasDivision, Special Operations]
  • A. Special Operations
    Special Operations is a specialized unit within the Massachusetts State Police responsible for handling high-risk, tactical, and emergency response missions across the state.
  • B. Special Operations Forces
    Special Operations Forces are elite military units trained and equipped to conduct high-risk, specialized missions such as counterterrorism, reconnaissance, and direct action, often under conditions requiring rapid response and a high degree of secrecy.
  • C. special operations division
    The special operations division is a specialized unit within the Prince George’s County Police Department that handles high-risk, tactical, and specialized law enforcement operations.
  • D. Special Forces Branch
    The Special Forces Branch is the United States Army’s elite component responsible for unconventional warfare, foreign internal defense, special reconnaissance, and other specialized missions often conducted with small, highly trained teams.
  • E. Division of Specialized Operations
    The Division of Specialized Operations is a unit within the UN Department of Safety and Security responsible for managing complex, high-risk security operations and specialized safety functions in support of United Nations activities worldwide.
  • 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: Special Operations
Triple: [Los Angeles County Fire Department, hasDivision, Special Operations]
Generated description
Special Operations is a specialized division of the Los Angeles County Fire Department responsible for handling complex, high-risk, and technical emergency incidents beyond the scope of routine firefighting and rescue operations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Special Operations
Target entity description: Special Operations is a specialized division of the Los Angeles County Fire Department responsible for handling complex, high-risk, and technical emergency incidents beyond the scope of routine firefighting and rescue operations.
  • A. Special Operations
    Special Operations is a specialized unit within the Massachusetts State Police responsible for handling high-risk, tactical, and emergency response missions across the state.
  • B. Special Operations Forces
    Special Operations Forces are elite military units trained and equipped to conduct high-risk, specialized missions such as counterterrorism, reconnaissance, and direct action, often under conditions requiring rapid response and a high degree of secrecy.
  • C. special operations division
    The special operations division is a specialized unit within the Prince George’s County Police Department that handles high-risk, tactical, and specialized law enforcement operations.
  • D. Special Forces Branch
    The Special Forces Branch is the United States Army’s elite component responsible for unconventional warfare, foreign internal defense, special reconnaissance, and other specialized missions often conducted with small, highly trained teams.
  • E. Division of Specialized Operations
    The Division of Specialized Operations is a unit within the UN Department of Safety and Security responsible for managing complex, high-risk security operations and specialized safety functions in support of United Nations activities worldwide.
  • 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_69ad85ad38e48190b7660c5118a35289 completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adb92df1e48190bbf22a47e44579f1 completed March 8, 2026, 6 p.m.
NED1 Entity disambiguation (via context triple) batch_69b3546c88008190980a51195251af91 completed March 13, 2026, 12:03 a.m.
NEDg Description generation batch_69b355a7dc308190ba8ab0db251592a2 completed March 13, 2026, 12:09 a.m.
NED2 Entity disambiguation (via description) batch_69b3566da174819086160cd254e0a443 completed March 13, 2026, 12:12 a.m.
Created at: March 8, 2026, 3:15 p.m.