Triple

T1823248
Position Surface form Disambiguated ID Type / Status
Subject Borough Park E40588 entity
Predicate hasCommunityOrganizationType P3504 FINISHED
Object Hatzalah volunteer ambulance service
Hatzalah volunteer ambulance service is a community-based emergency medical service run by trained volunteers, primarily serving Jewish neighborhoods with rapid, culturally sensitive ambulance response.
 E203804 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: Hatzalah volunteer ambulance service | Statement: [Borough Park, hasCommunityOrganizationType, Hatzalah volunteer ambulance service]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hatzalah volunteer ambulance service
Context triple: [Borough Park, hasCommunityOrganizationType, Hatzalah volunteer ambulance service]
  • A. London Ambulance Service
    The London Ambulance Service is the NHS trust responsible for providing emergency medical care and ambulance services across Greater London.
  • B. American Red Cross
    The American Red Cross is a humanitarian organization in the United States that provides emergency assistance, disaster relief, and education in communities nationwide.
  • C. Emergency Service Unit
    The Emergency Service Unit is a specialized tactical and rescue division of the New York City Police Department that handles high-risk operations, technical rescues, and critical incident response.
  • D. Volunteers
    The Volunteers are the athletic teams representing the University of Tennessee in NCAA Division I sports, particularly known for their passionate fan base and storied football and basketball programs.
  • E. red cross
    The red cross is a globally recognized humanitarian emblem symbolizing medical aid and protection in armed conflicts and disasters.
  • 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: Hatzalah volunteer ambulance service
Triple: [Borough Park, hasCommunityOrganizationType, Hatzalah volunteer ambulance service]
Generated description
Hatzalah volunteer ambulance service is a community-based emergency medical service run by trained volunteers, primarily serving Jewish neighborhoods with rapid, culturally sensitive ambulance response.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Hatzalah volunteer ambulance service
Target entity description: Hatzalah volunteer ambulance service is a community-based emergency medical service run by trained volunteers, primarily serving Jewish neighborhoods with rapid, culturally sensitive ambulance response.
  • A. London Ambulance Service
    The London Ambulance Service is the NHS trust responsible for providing emergency medical care and ambulance services across Greater London.
  • B. American Red Cross
    The American Red Cross is a humanitarian organization in the United States that provides emergency assistance, disaster relief, and education in communities nationwide.
  • C. Emergency Service Unit
    The Emergency Service Unit is a specialized tactical and rescue division of the New York City Police Department that handles high-risk operations, technical rescues, and critical incident response.
  • D. Volunteers
    The Volunteers are the athletic teams representing the University of Tennessee in NCAA Division I sports, particularly known for their passionate fan base and storied football and basketball programs.
  • E. red cross
    The red cross is a globally recognized humanitarian emblem symbolizing medical aid and protection in armed conflicts and disasters.
  • 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_69a8864526c081908a3a4d74f689e2c5 completed March 4, 2026, 7:21 p.m.
NER Named-entity recognition batch_69aa662d13e88190a22b0faf0d848c7d completed March 6, 2026, 5:29 a.m.
NED1 Entity disambiguation (via context triple) batch_69adbf6722f081908c5368a09d1507ac completed March 8, 2026, 6:26 p.m.
NEDg Description generation batch_69adc0a4ab488190b8ff962980abb5b7 completed March 8, 2026, 6:32 p.m.
NED2 Entity disambiguation (via description) batch_69adc13330888190a2b99c6fcbb97d49 completed March 8, 2026, 6:34 p.m.
Created at: March 4, 2026, 7:32 p.m.