Triple

T17388476
Position Surface form Disambiguated ID Type / Status
Subject Wallingford, Pennsylvania E422750 entity
Predicate hasPublicService P6352 FINISHED
Object South Media Fire Company
South Media Fire Company is a volunteer fire and emergency services organization serving the community of Wallingford, Pennsylvania.
 E1265556 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: South Media Fire Company | Statement: [Wallingford, Pennsylvania, hasPublicService, South Media Fire Company]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: South Media Fire Company
Context triple: [Wallingford, Pennsylvania, hasPublicService, South Media Fire Company]
  • A. Brandon Fire Department
    The Brandon Fire Department is the municipal fire and emergency response agency serving the community of Brandon, South Dakota.
  • B. Spring Fire Department
    The Spring Fire Department is the primary emergency response agency providing fire suppression, rescue, and related public safety services to the community of Spring, Texas.
  • C. Moody Fire Department
    The Moody Fire Department is the municipal fire and emergency services agency responsible for protecting lives and property in the city of Moody, Alabama.
  • D. Marlboro Fire Department
    The Marlboro Fire Department is the municipal fire and emergency response agency serving Marlboro Township, New Jersey.
  • E. Sherman Fire-Rescue
    Sherman Fire-Rescue is the municipal fire and emergency services department responsible for fire protection, rescue operations, and emergency medical response in Sherman, Texas.
  • 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: South Media Fire Company
Triple: [Wallingford, Pennsylvania, hasPublicService, South Media Fire Company]
Generated description
South Media Fire Company is a volunteer fire and emergency services organization serving the community of Wallingford, Pennsylvania.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: South Media Fire Company
Target entity description: South Media Fire Company is a volunteer fire and emergency services organization serving the community of Wallingford, Pennsylvania.
  • A. Brandon Fire Department
    The Brandon Fire Department is the municipal fire and emergency response agency serving the community of Brandon, South Dakota.
  • B. Spring Fire Department
    The Spring Fire Department is the primary emergency response agency providing fire suppression, rescue, and related public safety services to the community of Spring, Texas.
  • C. Moody Fire Department
    The Moody Fire Department is the municipal fire and emergency services agency responsible for protecting lives and property in the city of Moody, Alabama.
  • D. Marlboro Fire Department
    The Marlboro Fire Department is the municipal fire and emergency response agency serving Marlboro Township, New Jersey.
  • E. Sherman Fire-Rescue
    Sherman Fire-Rescue is the municipal fire and emergency services department responsible for fire protection, rescue operations, and emergency medical response in Sherman, Texas.
  • 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_69d889d710288190bf0f4762801fefae completed April 10, 2026, 5:25 a.m.
NER Named-entity recognition batch_69e43a8b66288190b29bb82eff761902 completed April 19, 2026, 2:14 a.m.
NED1 Entity disambiguation (via context triple) batch_6a019ffb34688190a0a69b069353ced8 completed May 11, 2026, 9:23 a.m.
NEDg Description generation batch_6a01a0585088819082a3cf1858cb2d99 completed May 11, 2026, 9:24 a.m.
NED2 Entity disambiguation (via description) batch_6a01a0ee35348190a7d412a83ecd2acc completed May 11, 2026, 9:27 a.m.
Created at: April 10, 2026, 5:45 a.m.