Triple

T3418003
Position Surface form Disambiguated ID Type / Status
Subject Los Angeles County Fire Department E72055 entity
Predicate hasDivision P35 FINISHED
Object Operations Bureau
The Operations Bureau is the primary division of the Los Angeles County Fire Department responsible for managing and coordinating frontline firefighting, rescue, and emergency response activities.
 E356757 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: Operations Bureau | Statement: [Los Angeles County Fire Department, hasDivision, Operations Bureau]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Operations Bureau
Context triple: [Los Angeles County Fire Department, hasDivision, Operations Bureau]
  • A. Field Operations Bureau
    The Field Operations Bureau is a primary operational division of the Maryland State Police responsible for frontline law enforcement and public safety services across the state.
  • B. Office of Operations
    The Office of Operations is a division within the Federal Highway Administration responsible for managing and improving the performance, reliability, and safety of the nation’s highway system through traffic operations and related programs.
  • C. Office of Operations
    The Office of Operations is an administrative division of the U.S. International Trade Commission responsible for managing and supporting the agency’s internal operational functions.
  • D. Directorate for Operations
    The Directorate for Operations is the Defense Intelligence Agency’s primary component responsible for planning and conducting human intelligence collection and related clandestine operations in support of U.S. defense and national security objectives.
  • E. Main Operations Directorate
    The Main Operations Directorate was the central staff body responsible for planning and directing military operations within the Ministry of Defense of the USSR.
  • 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: Operations Bureau
Triple: [Los Angeles County Fire Department, hasDivision, Operations Bureau]
Generated description
The Operations Bureau is the primary division of the Los Angeles County Fire Department responsible for managing and coordinating frontline firefighting, rescue, and emergency response activities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Operations Bureau
Target entity description: The Operations Bureau is the primary division of the Los Angeles County Fire Department responsible for managing and coordinating frontline firefighting, rescue, and emergency response activities.
  • A. Field Operations Bureau
    The Field Operations Bureau is a primary operational division of the Maryland State Police responsible for frontline law enforcement and public safety services across the state.
  • B. Office of Operations
    The Office of Operations is a division within the Federal Highway Administration responsible for managing and improving the performance, reliability, and safety of the nation’s highway system through traffic operations and related programs.
  • C. Office of Operations
    The Office of Operations is an administrative division of the U.S. International Trade Commission responsible for managing and supporting the agency’s internal operational functions.
  • D. Directorate for Operations
    The Directorate for Operations is the Defense Intelligence Agency’s primary component responsible for planning and conducting human intelligence collection and related clandestine operations in support of U.S. defense and national security objectives.
  • E. Main Operations Directorate
    The Main Operations Directorate was the central staff body responsible for planning and directing military operations within the Ministry of Defense of the USSR.
  • 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.