Triple

T2332629
Position Surface form Disambiguated ID Type / Status
Subject Cuyahoga Community College E44235 entity
Predicate hasFacility P105 FINISHED
Object Public Safety Training Center
The Public Safety Training Center is a specialized facility of Cuyahoga Community College dedicated to training and educating future and current public safety professionals such as police, fire, and emergency responders.
E256943 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: Public Safety Training Center | Statement: [Cuyahoga Community College, hasFacility, Public Safety Training Center]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Public Safety Training Center
Context triple: [Cuyahoga Community College, hasFacility, Public Safety Training Center]
  • A. Public Safety Education and Training Center in Sykesville, Maryland
    The Public Safety Education and Training Center in Sykesville, Maryland is a comprehensive law enforcement and public safety training complex that serves as a primary academy and skills development facility for Maryland’s state and local agencies.
  • B. Federal Law Enforcement Training Centers
    The Federal Law Enforcement Training Centers is a U.S. government organization that provides basic and advanced training to federal, state, local, and international law enforcement personnel.
  • C. DEA Training Academy
    The DEA Training Academy is the primary facility where the U.S. Drug Enforcement Administration trains its special agents and other personnel in law enforcement, investigative techniques, and drug control operations.
  • D. New York State Preparedness Training Center
    The New York State Preparedness Training Center is a state-of-the-art facility in New York dedicated to training first responders and emergency management personnel in disaster preparedness, response, and homeland security operations.
  • E. Front Sight Firearms Training Institute
    Front Sight Firearms Training Institute is a large private firearms training facility near Pahrump, Nevada, offering extensive handgun, rifle, and tactical shooting courses to civilians and professionals.
  • 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: Public Safety Training Center
Triple: [Cuyahoga Community College, hasFacility, Public Safety Training Center]
Generated description
The Public Safety Training Center is a specialized facility of Cuyahoga Community College dedicated to training and educating future and current public safety professionals such as police, fire, and emergency responders.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Public Safety Training Center
Target entity description: The Public Safety Training Center is a specialized facility of Cuyahoga Community College dedicated to training and educating future and current public safety professionals such as police, fire, and emergency responders.
  • A. Public Safety Education and Training Center in Sykesville, Maryland
    The Public Safety Education and Training Center in Sykesville, Maryland is a comprehensive law enforcement and public safety training complex that serves as a primary academy and skills development facility for Maryland’s state and local agencies.
  • B. Federal Law Enforcement Training Centers
    The Federal Law Enforcement Training Centers is a U.S. government organization that provides basic and advanced training to federal, state, local, and international law enforcement personnel.
  • C. DEA Training Academy
    The DEA Training Academy is the primary facility where the U.S. Drug Enforcement Administration trains its special agents and other personnel in law enforcement, investigative techniques, and drug control operations.
  • D. New York State Preparedness Training Center
    The New York State Preparedness Training Center is a state-of-the-art facility in New York dedicated to training first responders and emergency management personnel in disaster preparedness, response, and homeland security operations.
  • E. Front Sight Firearms Training Institute
    Front Sight Firearms Training Institute is a large private firearms training facility near Pahrump, Nevada, offering extensive handgun, rifle, and tactical shooting courses to civilians and professionals.
  • 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_69a889132b488190bbb43ad4780ddd92 completed March 4, 2026, 7:33 p.m.
NER Named-entity recognition batch_69abc66bd0f08190aad5f640cfa1c372 completed March 7, 2026, 6:32 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae89773c88819087a294d7c0f90f73 completed March 9, 2026, 8:48 a.m.
NEDg Description generation batch_69ae8ae2ab7481909d265e56369f68e2 completed March 9, 2026, 8:54 a.m.
NED2 Entity disambiguation (via description) batch_69ae8b6c553481908b2b7b1f880b814d completed March 9, 2026, 8:57 a.m.
Created at: March 4, 2026, 7:51 p.m.