Triple

T15379299
Position Surface form Disambiguated ID Type / Status
Subject Kemah, Texas E367755 entity
Predicate fireDepartment P8978 FINISHED
Object Kemah Fire Department
Kemah Fire Department is the local firefighting and emergency response agency serving the community of Kemah, Texas.
 E1155223 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: Kemah Fire Department | Statement: [Kemah, Texas, fireDepartment, Kemah Fire Department]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Kemah Fire Department
Context triple: [Kemah, Texas, fireDepartment, Kemah Fire Department]
  • A. Kemah Police Department
    Kemah Police Department is the local law enforcement agency responsible for public safety and policing services in the city of Kemah, Texas.
  • B. Cameron Fire Department
    The Cameron Fire Department is the municipal fire and emergency response agency serving the community of Cameron, Missouri.
  • C. Sanger Fire Department
    The Sanger Fire Department is the municipal emergency services agency responsible for fire protection, rescue, and related public safety services in Sanger, Texas.
  • D. Mine Hill Fire Department
    The Mine Hill Fire Department is the local fire and emergency response agency serving the community of Mine Hill Township, New Jersey.
  • E. Ceres Fire Department
    The Ceres Fire Department is the municipal fire and emergency services agency responsible for protecting life and property in the city of Ceres, California.
  • 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: Kemah Fire Department
Triple: [Kemah, Texas, fireDepartment, Kemah Fire Department]
Generated description
Kemah Fire Department is the local firefighting and emergency response agency serving the community of Kemah, Texas.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Kemah Fire Department
Target entity description: Kemah Fire Department is the local firefighting and emergency response agency serving the community of Kemah, Texas.
  • A. Kemah Police Department
    Kemah Police Department is the local law enforcement agency responsible for public safety and policing services in the city of Kemah, Texas.
  • B. Cameron Fire Department
    The Cameron Fire Department is the municipal fire and emergency response agency serving the community of Cameron, Missouri.
  • C. Sanger Fire Department
    The Sanger Fire Department is the municipal emergency services agency responsible for fire protection, rescue, and related public safety services in Sanger, Texas.
  • D. Mine Hill Fire Department
    The Mine Hill Fire Department is the local fire and emergency response agency serving the community of Mine Hill Township, New Jersey.
  • E. Ceres Fire Department
    The Ceres Fire Department is the municipal fire and emergency services agency responsible for protecting life and property in the city of Ceres, California.
  • 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_69d85a1551a08190ba2caea7cd51c639 completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e03e6044488190b0499db109f7f821 completed April 16, 2026, 1:41 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff1347c8448190aa1088d66bca2722 completed May 9, 2026, 10:58 a.m.
NEDg Description generation batch_69ff145ac8e081908b075cee67e82aa3 completed May 9, 2026, 11:02 a.m.
NED2 Entity disambiguation (via description) batch_69ff1509e5a48190b69f1a44d793e07d completed May 9, 2026, 11:05 a.m.
Created at: April 10, 2026, 3:19 a.m.