Triple

T17902493
Position Surface form Disambiguated ID Type / Status
Subject Elwood City E447615 entity
Predicate settingFor P15599 FINISHED
Object Elwood City Fire Department
Elwood City Fire Department is a fictional emergency services organization featured in the children's animated television series "Arthur," serving the show's primary setting of Elwood City.
E1295375 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: Elwood City Fire Department | Statement: [Elwood City, settingFor, Elwood City Fire Department]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Elwood City Fire Department
Context triple: [Elwood City, settingFor, Elwood City Fire Department]
  • A. Jump City Fire Department
    Jump City Fire Department is the municipal firefighting and emergency response agency serving the fictional city of Jump City.
  • B. Westwood Fire Department
    The Westwood Fire Department is the municipal agency responsible for fire protection, emergency medical services, and related public safety operations in Westwood, Massachusetts.
  • C. Apex Fire Department
    The Apex Fire Department is the municipal fire and emergency services agency responsible for fire protection, rescue, and related public safety services in the town of Apex, North Carolina.
  • D. Brandon Fire Department
    The Brandon Fire Department is the municipal fire and emergency response agency serving the community of Brandon, South Dakota.
  • E. Joshua Fire Department
    Joshua Fire Department is the municipal fire and emergency services agency serving the community of Joshua, 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: Elwood City Fire Department
Triple: [Elwood City, settingFor, Elwood City Fire Department]
Generated description
Elwood City Fire Department is a fictional emergency services organization featured in the children's animated television series "Arthur," serving the show's primary setting of Elwood City.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Elwood City Fire Department
Target entity description: Elwood City Fire Department is a fictional emergency services organization featured in the children's animated television series "Arthur," serving the show's primary setting of Elwood City.
  • A. Jump City Fire Department
    Jump City Fire Department is the municipal firefighting and emergency response agency serving the fictional city of Jump City.
  • B. Westwood Fire Department
    The Westwood Fire Department is the municipal agency responsible for fire protection, emergency medical services, and related public safety operations in Westwood, Massachusetts.
  • C. Apex Fire Department
    The Apex Fire Department is the municipal fire and emergency services agency responsible for fire protection, rescue, and related public safety services in the town of Apex, North Carolina.
  • D. Brandon Fire Department
    The Brandon Fire Department is the municipal fire and emergency response agency serving the community of Brandon, South Dakota.
  • E. Joshua Fire Department
    Joshua Fire Department is the municipal fire and emergency services agency serving the community of Joshua, 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_69d8b9f59bd48190a6fc925a855b8bac completed April 10, 2026, 8:51 a.m.
NER Named-entity recognition batch_69e49e99c3188190aead24cd3d48c7a7 completed April 19, 2026, 9:21 a.m.
NED1 Entity disambiguation (via context triple) batch_6a031b2a27748190b620da54b4222a37 completed May 12, 2026, 12:20 p.m.
NEDg Description generation batch_6a031c78ca108190ae678979ed85ba55 completed May 12, 2026, 12:26 p.m.
NED2 Entity disambiguation (via description) batch_6a031db7eed88190bc3d4e157be7b5fc completed May 12, 2026, 12:31 p.m.
Created at: April 10, 2026, 10:19 a.m.