Triple

T20341592
Position Surface form Disambiguated ID Type / Status
Subject Oklahoma Department of Emergency Management E495752 entity
Predicate worksWith P398 FINISHED
Object Oklahoma Office of Homeland Security
The Oklahoma Office of Homeland Security is a state agency responsible for coordinating efforts to prevent, protect against, respond to, and recover from terrorism and other security threats within Oklahoma.
E1424766 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: Oklahoma Office of Homeland Security | Statement: [Oklahoma Department of Emergency Management, worksWith, Oklahoma Office of Homeland Security]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Oklahoma Office of Homeland Security
Context triple: [Oklahoma Department of Emergency Management, worksWith, Oklahoma Office of Homeland Security]
  • A. Oklahoma Department of Emergency Management
    The Oklahoma Department of Emergency Management is the state agency responsible for coordinating preparedness, response, recovery, and mitigation efforts for disasters and emergencies in Oklahoma.
  • B. Oklahoma Department of Public Safety
    The Oklahoma Department of Public Safety is the state agency responsible for law enforcement services, highway patrol, driver licensing, and overall public safety administration in Oklahoma.
  • C. Government of Oklahoma
    The Government of Oklahoma is the state-level governing body of Oklahoma, comprising executive, legislative, and judicial branches that administer and enforce state laws and policies.
  • D. Oklahoma Tourism and Recreation Department
    The Oklahoma Tourism and Recreation Department is the state agency responsible for promoting tourism and managing Oklahoma’s parks, natural attractions, and recreational resources.
  • E. Oklahoma City Police Department
    The Oklahoma City Police Department is the primary municipal law enforcement agency for Oklahoma City, Oklahoma, known for its critical role in responding to the 1995 Oklahoma City bombing.
  • 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: Oklahoma Office of Homeland Security
Triple: [Oklahoma Department of Emergency Management, worksWith, Oklahoma Office of Homeland Security]
Generated description
The Oklahoma Office of Homeland Security is a state agency responsible for coordinating efforts to prevent, protect against, respond to, and recover from terrorism and other security threats within Oklahoma.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Oklahoma Office of Homeland Security
Target entity description: The Oklahoma Office of Homeland Security is a state agency responsible for coordinating efforts to prevent, protect against, respond to, and recover from terrorism and other security threats within Oklahoma.
  • A. Oklahoma Department of Emergency Management
    The Oklahoma Department of Emergency Management is the state agency responsible for coordinating preparedness, response, recovery, and mitigation efforts for disasters and emergencies in Oklahoma.
  • B. Oklahoma Department of Public Safety
    The Oklahoma Department of Public Safety is the state agency responsible for law enforcement services, highway patrol, driver licensing, and overall public safety administration in Oklahoma.
  • C. Government of Oklahoma
    The Government of Oklahoma is the state-level governing body of Oklahoma, comprising executive, legislative, and judicial branches that administer and enforce state laws and policies.
  • D. Oklahoma Tourism and Recreation Department
    The Oklahoma Tourism and Recreation Department is the state agency responsible for promoting tourism and managing Oklahoma’s parks, natural attractions, and recreational resources.
  • E. Oklahoma City Police Department
    The Oklahoma City Police Department is the primary municipal law enforcement agency for Oklahoma City, Oklahoma, known for its critical role in responding to the 1995 Oklahoma City bombing.
  • 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_69e0b4a3320881909495ae8bc30bc2dc completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e67835f6e881908834dda06cf66c50 completed April 20, 2026, 7:02 p.m.
NED1 Entity disambiguation (via context triple) batch_6a08695d2fb8819093c983801fa553b9 completed May 16, 2026, 12:55 p.m.
NEDg Description generation batch_6a0869e378fc8190a82d1e01006cf19a completed May 16, 2026, 12:58 p.m.
NED2 Entity disambiguation (via description) batch_6a086a6ad6c88190be1770758d2e1bbf completed May 16, 2026, 1 p.m.
Created at: April 16, 2026, 11:23 a.m.