Triple

T2336004
Position Surface form Disambiguated ID Type / Status
Subject Surprise E44310 entity
Predicate hasPublicService P6352 FINISHED
Object Surprise Fire-Medical Department
Surprise Fire-Medical Department is the municipal agency responsible for providing fire protection, emergency medical services, and related public safety response in the city of Surprise, Arizona.
E256996 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: Surprise Fire-Medical Department | Statement: [Surprise, hasPublicService, Surprise Fire-Medical Department]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Surprise Fire-Medical Department
Context triple: [Surprise, hasPublicService, Surprise Fire-Medical Department]
  • A. Bound Brook Rescue Squad
    Bound Brook Rescue Squad is a volunteer emergency medical services organization that provides ambulance and rescue response to the community of Bound Brook, New Jersey.
  • B. House on Fire
    House on Fire is a nonfiction book by William H. Foege recounting the global campaign to eradicate smallpox and his central role in that historic public health effort.
  • C. Ring the Alarm
    "Ring the Alarm" is a song by the Black Eyed Peas from their album *Masters of the Sun Vol. 1*, blending socially conscious lyrics with the group's signature hip-hop and pop sound.
  • D. Blue Alert
    Blue Alert is a public notification system in the United States used to rapidly disseminate information about suspects who have seriously injured or killed law enforcement officers, aiding in their swift apprehension.
  • E. Fireman
    "Fireman" is a popular hip-hop single by Lil Wayne that helped solidify his mainstream success in the mid-2000s.
  • 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: Surprise Fire-Medical Department
Triple: [Surprise, hasPublicService, Surprise Fire-Medical Department]
Generated description
Surprise Fire-Medical Department is the municipal agency responsible for providing fire protection, emergency medical services, and related public safety response in the city of Surprise, Arizona.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Surprise Fire-Medical Department
Target entity description: Surprise Fire-Medical Department is the municipal agency responsible for providing fire protection, emergency medical services, and related public safety response in the city of Surprise, Arizona.
  • A. Bound Brook Rescue Squad
    Bound Brook Rescue Squad is a volunteer emergency medical services organization that provides ambulance and rescue response to the community of Bound Brook, New Jersey.
  • B. House on Fire
    House on Fire is a nonfiction book by William H. Foege recounting the global campaign to eradicate smallpox and his central role in that historic public health effort.
  • C. Ring the Alarm
    "Ring the Alarm" is a song by the Black Eyed Peas from their album *Masters of the Sun Vol. 1*, blending socially conscious lyrics with the group's signature hip-hop and pop sound.
  • D. Blue Alert
    Blue Alert is a public notification system in the United States used to rapidly disseminate information about suspects who have seriously injured or killed law enforcement officers, aiding in their swift apprehension.
  • E. Fireman
    "Fireman" is a popular hip-hop single by Lil Wayne that helped solidify his mainstream success in the mid-2000s.
  • 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_69a889132b488190bbb43ad4780ddd92 completed March 4, 2026, 7:33 p.m.
NER Named-entity recognition batch_69abc68927988190888630b5fa8f91dd completed March 7, 2026, 6:32 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae897bf59c8190bc0ac8a4f3841832 completed March 9, 2026, 8:49 a.m.
NEDg Description generation batch_69ae8aceea58819098a98f7ad5818ac6 completed March 9, 2026, 8:54 a.m.
NED2 Entity disambiguation (via description) batch_69ae8b6c553481908b2b7b1f880b814d completed March 9, 2026, 8:57 a.m.
Created at: March 4, 2026, 7:51 p.m.