Triple

T7201646
Position Surface form Disambiguated ID Type / Status
Subject Walkersville, Maryland E168758 entity
Predicate hasRescueCompany P49934 FINISHED
Object Walkersville Volunteer Rescue Company
Walkersville Volunteer Rescue Company is a community-based emergency medical and rescue service organization serving the Walkersville, Maryland area.
E648800 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: Walkersville Volunteer Rescue Company | Statement: [Walkersville, Maryland, hasRescueCompany, Walkersville Volunteer Rescue Company]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Walkersville Volunteer Rescue Company
Context triple: [Walkersville, Maryland, hasRescueCompany, Walkersville Volunteer Rescue Company]
  • A. Walkersville Volunteer Fire Company
    Walkersville Volunteer Fire Company is a community-based, all-volunteer fire and emergency services organization serving the town of Walkersville and surrounding areas in Maryland.
  • B. Cheverly Volunteer Fire Department
    The Cheverly Volunteer Fire Department is a community-based, volunteer-run fire and emergency services organization serving the town of Cheverly, Maryland and surrounding areas.
  • C. Berkeley Heights Volunteer Rescue Squad
    Berkeley Heights Volunteer Rescue Squad is a community-based, all-volunteer emergency medical services organization serving the residents of Berkeley Heights, New Jersey.
  • D. Stony Hill Volunteer Fire Company
    Stony Hill Volunteer Fire Company is a volunteer fire and emergency services organization serving the Stony Hill district and broader community of Bethel, Connecticut.
  • E. Ossining Volunteer Ambulance Corps
    The Ossining Volunteer Ambulance Corps is a community-based, volunteer emergency medical services organization that provides ambulance and pre-hospital care to residents of Ossining, New York.
  • 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: Walkersville Volunteer Rescue Company
Triple: [Walkersville, Maryland, hasRescueCompany, Walkersville Volunteer Rescue Company]
Generated description
Walkersville Volunteer Rescue Company is a community-based emergency medical and rescue service organization serving the Walkersville, Maryland area.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Walkersville Volunteer Rescue Company
Target entity description: Walkersville Volunteer Rescue Company is a community-based emergency medical and rescue service organization serving the Walkersville, Maryland area.
  • A. Walkersville Volunteer Fire Company chosen
    Walkersville Volunteer Fire Company is a community-based, all-volunteer fire and emergency services organization serving the town of Walkersville and surrounding areas in Maryland.
  • B. Cheverly Volunteer Fire Department
    The Cheverly Volunteer Fire Department is a community-based, volunteer-run fire and emergency services organization serving the town of Cheverly, Maryland and surrounding areas.
  • C. Berkeley Heights Volunteer Rescue Squad
    Berkeley Heights Volunteer Rescue Squad is a community-based, all-volunteer emergency medical services organization serving the residents of Berkeley Heights, New Jersey.
  • D. Stony Hill Volunteer Fire Company
    Stony Hill Volunteer Fire Company is a volunteer fire and emergency services organization serving the Stony Hill district and broader community of Bethel, Connecticut.
  • E. Ossining Volunteer Ambulance Corps
    The Ossining Volunteer Ambulance Corps is a community-based, volunteer emergency medical services organization that provides ambulance and pre-hospital care to residents of Ossining, New York.
  • F. None of above.
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasRescueCompany
Context triple: [Walkersville, Maryland, hasRescueCompany, Walkersville Volunteer Rescue Company]
  • A. hasRescueTeamCharacter
    Indicates that an entity includes or is associated with a character who is part of a rescue team.
  • B. hasVolunteerRescueSquad chosen
    Indicates that an entity is served or supported by a volunteer-based rescue or emergency response squad.
  • C. rescuedBy
    Indicates that one entity has been saved or brought out of danger by another entity.
  • D. hasLifeboatService
    Indicates that a lifeboat service is available or provided in relation to the subject entity.
  • E. usedMeansToRescue
    Indicates that one entity employed a particular method, tool, or means in order to carry out a rescue.
  • F. None of above.

Provenance (6 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_69c68a5376748190bb500f03df86e93e completed March 27, 2026, 1:46 p.m.
NER Named-entity recognition batch_69c6e94971508190bb38184c9af2fe51 completed March 27, 2026, 8:32 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7cbecb7ec819080b12a63dfa56328 completed March 28, 2026, 12:39 p.m.
NEDg Description generation batch_69c7cc5af4f48190a146f7026307bfbe completed March 28, 2026, 12:40 p.m.
NED2 Entity disambiguation (via description) batch_69c7cd0eb36c8190bc8e4265033d214f completed March 28, 2026, 12:43 p.m.
PD Predicate disambiguation batch_69c6e757fed4819091b0a096e3befc3a completed March 27, 2026, 8:23 p.m.
Created at: March 27, 2026, 2:52 p.m.