Triple

T22795578
Position Surface form Disambiguated ID Type / Status
Subject Emmitsburg, Maryland E564232 entity
Predicate nearbyInstitution P6776 FINISHED
Object National Fire Academy
The National Fire Academy is a U.S. federal training institution that provides advanced education and professional development for firefighters and emergency response personnel nationwide.
 E1555564 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: National Fire Academy | Statement: [Emmitsburg, Maryland, nearbyInstitution, National Fire Academy]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: National Fire Academy
Context triple: [Emmitsburg, Maryland, nearbyInstitution, National Fire Academy]
  • A. New York State Fire Academy
    The New York State Fire Academy is the state’s primary training institution for firefighters and emergency responders, providing education, certification, and professional development in fire and life safety.
  • B. National Fire Service College
    The National Fire Service College is India’s premier institution for training and educating fire and emergency service professionals.
  • C. Suffolk County Fire Academy
    Suffolk County Fire Academy is a regional training center that provides firefighting and emergency services education and certification for fire departments throughout Suffolk County, New York.
  • D. National Fire Agency
    The National Fire Agency is Taiwan’s central government body responsible for nationwide fire protection, emergency rescue, and disaster management services.
  • E. Bureau of Fire Protection
    The Bureau of Fire Protection is the national government agency in the Philippines responsible for fire prevention, suppression, investigation, and related emergency services across the country.
  • 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: National Fire Academy
Triple: [Emmitsburg, Maryland, nearbyInstitution, National Fire Academy]
Generated description
The National Fire Academy is a U.S. federal training institution that provides advanced education and professional development for firefighters and emergency response personnel nationwide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: National Fire Academy
Target entity description: The National Fire Academy is a U.S. federal training institution that provides advanced education and professional development for firefighters and emergency response personnel nationwide.
  • A. New York State Fire Academy
    The New York State Fire Academy is the state’s primary training institution for firefighters and emergency responders, providing education, certification, and professional development in fire and life safety.
  • B. National Fire Service College
    The National Fire Service College is India’s premier institution for training and educating fire and emergency service professionals.
  • C. Suffolk County Fire Academy
    Suffolk County Fire Academy is a regional training center that provides firefighting and emergency services education and certification for fire departments throughout Suffolk County, New York.
  • D. National Fire Agency
    The National Fire Agency is Taiwan’s central government body responsible for nationwide fire protection, emergency rescue, and disaster management services.
  • E. Bureau of Fire Protection
    The Bureau of Fire Protection is the national government agency in the Philippines responsible for fire prevention, suppression, investigation, and related emergency services across the country.
  • 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_69e2458185f88190b0045227ee420411 completed April 17, 2026, 2:36 p.m.
NER Named-entity recognition batch_69f17cd8e0c4819086da0488bea56a34 completed April 29, 2026, 3:36 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0b9e95a7008190860cf3aac103d07d completed May 18, 2026, 11:19 p.m.
NEDg Description generation batch_6a0ba0f5030c81909efd76deb3e6017d completed May 18, 2026, 11:29 p.m.
NED2 Entity disambiguation (via description) batch_6a0ba1b94c8081909cbd256997af1dca completed May 18, 2026, 11:33 p.m.
Created at: April 17, 2026, 3:30 p.m.