Triple

T4679370
Position Surface form Disambiguated ID Type / Status
Subject Moreton-in-Marsh E103760 entity
Predicate hasFireServiceCollege P58975 FINISHED
Object Fire Service College
Fire Service College is a UK national training and assessment centre specializing in fire and rescue services, emergency response, and resilience training.
E462090 NE FINISHED

How this triple was built (5 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: Fire Service College | Statement: [Moreton-in-Marsh, hasFireServiceCollege, Fire Service College]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Fire Service College
Context triple: [Moreton-in-Marsh, hasFireServiceCollege, Fire Service College]
  • A. National Fire Service College
    The National Fire Service College is India’s premier institution for training and educating fire and emergency service professionals.
  • B. United Services College
    United Services College was a 19th-century British public school in Devon known for educating the sons of military officers, including author Rudyard Kipling.
  • C. Metropolitan Police Academy
    The Metropolitan Police Academy is the primary training institution for new recruits and ongoing professional development within Washington, D.C.’s Metropolitan Police Department.
  • D. Defence School of Policing and Guarding
    The Defence School of Policing and Guarding is a United Kingdom military training establishment that provides specialist policing, investigative, and security training to personnel across the armed forces.
  • E. Army Foundation College Harrogate
    Army Foundation College Harrogate is a British Army training establishment in North Yorkshire that provides initial military and educational training for junior soldiers.
  • 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: Fire Service College
Triple: [Moreton-in-Marsh, hasFireServiceCollege, Fire Service College]
Generated description
Fire Service College is a UK national training and assessment centre specializing in fire and rescue services, emergency response, and resilience training.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Fire Service College
Target entity description: Fire Service College is a UK national training and assessment centre specializing in fire and rescue services, emergency response, and resilience training.
  • A. National Fire Service College
    The National Fire Service College is India’s premier institution for training and educating fire and emergency service professionals.
  • B. United Services College
    United Services College was a 19th-century British public school in Devon known for educating the sons of military officers, including author Rudyard Kipling.
  • C. Metropolitan Police Academy
    The Metropolitan Police Academy is the primary training institution for new recruits and ongoing professional development within Washington, D.C.’s Metropolitan Police Department.
  • D. Defence School of Policing and Guarding
    The Defence School of Policing and Guarding is a United Kingdom military training establishment that provides specialist policing, investigative, and security training to personnel across the armed forces.
  • E. Army Foundation College Harrogate
    Army Foundation College Harrogate is a British Army training establishment in North Yorkshire that provides initial military and educational training for junior soldiers.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasFireServiceCollege
Context triple: [Moreton-in-Marsh, hasFireServiceCollege, Fire Service College]
  • A. hasCollegeCampus
    Indicates that an institution or organization possesses or is associated with a specific college campus as a physical or organizational site.
  • B. hasCampusOn
    Indicates that an institution or organization maintains a campus located on a specified geographic area or site.
  • C. hasFireStation
    Indicates that a location or area contains or is served by a fire station.
  • D. hasAffiliatedCollegesIn
    Indicates that an institution maintains affiliated colleges located within a specified geographic area or jurisdiction.
  • E. cityCampusServes
    Indicates that a city campus provides services, resources, or support to a particular population, area, or institution.
  • F. None of above. chosen

Provenance (7 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_69bd43dda32c8190938b37744ca270fc completed March 20, 2026, 12:55 p.m.
NER Named-entity recognition batch_69bd67c9c3c08190a6c4944cdd1362a8 completed March 20, 2026, 3:29 p.m.
NED1 Entity disambiguation (via context triple) batch_69be03a497ac8190bd278a4bd531aa45 completed March 21, 2026, 2:34 a.m.
NEDg Description generation batch_69be050e0f488190804c512e7cc17c56 completed March 21, 2026, 2:40 a.m.
NED2 Entity disambiguation (via description) batch_69be05a6bed081909c8d8830fb103610 completed March 21, 2026, 2:42 a.m.
PD Predicate disambiguation batch_69bd6217e0088190836570522e324dc6 completed March 20, 2026, 3:04 p.m.
PDg Predicate description generation batch_69bd67c895dc8190ba648002ff54424b completed March 20, 2026, 3:29 p.m.
Created at: March 20, 2026, 1:16 p.m.