Triple

T5615463
Position Surface form Disambiguated ID Type / Status
Subject Elsmere, Delaware E147465 entity
Predicate hasPublicService P6352 FINISHED
Object Elsmere Fire Company
Elsmere Fire Company is a local fire and emergency services organization serving the community of Elsmere, Delaware.
 E534740 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: Elsmere Fire Company | Statement: [Elsmere, Delaware, hasPublicService, Elsmere Fire Company]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Elsmere Fire Company
Context triple: [Elsmere, Delaware, hasPublicService, Elsmere Fire Company]
  • A. Union Fire Company
    Union Fire Company was one of the earliest volunteer firefighting organizations in colonial America, established in Philadelphia in the 18th century.
  • B. Allison Engine Company
    Allison Engine Company was a prominent American aerospace engine manufacturer best known for producing military and commercial turboprop and jet engines.
  • C. Sherborn Fire Department
    The Sherborn Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and related public safety functions to the town of Sherborn, Massachusetts.
  • D. Milton Fire Department
    The Milton Fire Department is the municipal fire and emergency response agency serving the town of Milton, Massachusetts.
  • E. Newton Fire Department
    Newton Fire Department is the municipal fire and emergency response agency serving the city of Newton, Massachusetts, including the Thompsonville neighborhood.
  • 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: Elsmere Fire Company
Triple: [Elsmere, Delaware, hasPublicService, Elsmere Fire Company]
Generated description
Elsmere Fire Company is a local fire and emergency services organization serving the community of Elsmere, Delaware.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Elsmere Fire Company
Target entity description: Elsmere Fire Company is a local fire and emergency services organization serving the community of Elsmere, Delaware.
  • A. Union Fire Company
    Union Fire Company was one of the earliest volunteer firefighting organizations in colonial America, established in Philadelphia in the 18th century.
  • B. Allison Engine Company
    Allison Engine Company was a prominent American aerospace engine manufacturer best known for producing military and commercial turboprop and jet engines.
  • C. Sherborn Fire Department
    The Sherborn Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and related public safety functions to the town of Sherborn, Massachusetts.
  • D. Milton Fire Department
    The Milton Fire Department is the municipal fire and emergency response agency serving the town of Milton, Massachusetts.
  • E. Newton Fire Department
    Newton Fire Department is the municipal fire and emergency response agency serving the city of Newton, Massachusetts, including the Thompsonville neighborhood.
  • 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_69c00905d4588190bd967842bbcf2219 completed March 22, 2026, 3:21 p.m.
NER Named-entity recognition batch_69c021d8d600819097df4e265e262d90 completed March 22, 2026, 5:07 p.m.
NED1 Entity disambiguation (via context triple) batch_69c04d51c12c8190911fb9a0c0d234d8 completed March 22, 2026, 8:13 p.m.
NEDg Description generation batch_69c04e89b7c481908abae227d22cc814 completed March 22, 2026, 8:18 p.m.
NED2 Entity disambiguation (via description) batch_69c04f41b158819097f9ef536215e248 completed March 22, 2026, 8:21 p.m.
Created at: March 22, 2026, 3:39 p.m.