Triple

T16992302
Position Surface form Disambiguated ID Type / Status
Subject City of Atlanta government E412221 entity
Predicate hasOffice P1268 FINISHED
Object Office of Resilience
The Office of Resilience is a City of Atlanta government department focused on strengthening the city’s ability to withstand and recover from social, economic, and environmental challenges.
E1245051 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: Office of Resilience | Statement: [City of Atlanta government, hasOffice, Office of Resilience]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Office of Resilience
Context triple: [City of Atlanta government, hasOffice, Office of Resilience]
  • A. Office of Resilience and Mitigation
    The Office of Resilience and Mitigation is a New York State government office responsible for reducing disaster risks and strengthening communities’ ability to withstand and recover from emergencies.
  • B. Office of Resilience and Emergency Management
    The Office of Resilience and Emergency Management is a unit within Oregon’s state human services system responsible for preparing for, coordinating, and supporting responses to emergencies and disasters affecting vulnerable populations.
  • C. Office of Resilience and Coastal Protection
    The Office of Resilience and Coastal Protection is a Florida state agency division focused on safeguarding coastal communities and ecosystems from climate change impacts, sea-level rise, and other environmental threats.
  • D. Bureau of Recovery and Mitigation
    The Bureau of Recovery and Mitigation is a division of the Illinois Emergency Management Agency responsible for coordinating disaster recovery efforts and implementing strategies to reduce future hazard risks across the state.
  • E. Office of Resilience and Emergency Preparedness of the New York State Department of Public Service
    The Office of Resilience and Emergency Preparedness of the New York State Department of Public Service is a specialized division responsible for planning, coordinating, and overseeing efforts to strengthen utility infrastructure and ensure continuity of essential services during emergencies and extreme events in New York State.
  • 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: Office of Resilience
Triple: [City of Atlanta government, hasOffice, Office of Resilience]
Generated description
The Office of Resilience is a City of Atlanta government department focused on strengthening the city’s ability to withstand and recover from social, economic, and environmental challenges.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Office of Resilience
Target entity description: The Office of Resilience is a City of Atlanta government department focused on strengthening the city’s ability to withstand and recover from social, economic, and environmental challenges.
  • A. Office of Resilience and Mitigation
    The Office of Resilience and Mitigation is a New York State government office responsible for reducing disaster risks and strengthening communities’ ability to withstand and recover from emergencies.
  • B. Office of Resilience and Emergency Management
    The Office of Resilience and Emergency Management is a unit within Oregon’s state human services system responsible for preparing for, coordinating, and supporting responses to emergencies and disasters affecting vulnerable populations.
  • C. Office of Resilience and Coastal Protection
    The Office of Resilience and Coastal Protection is a Florida state agency division focused on safeguarding coastal communities and ecosystems from climate change impacts, sea-level rise, and other environmental threats.
  • D. Bureau of Recovery and Mitigation
    The Bureau of Recovery and Mitigation is a division of the Illinois Emergency Management Agency responsible for coordinating disaster recovery efforts and implementing strategies to reduce future hazard risks across the state.
  • E. Office of Resilience and Emergency Preparedness of the New York State Department of Public Service
    The Office of Resilience and Emergency Preparedness of the New York State Department of Public Service is a specialized division responsible for planning, coordinating, and overseeing efforts to strengthen utility infrastructure and ensure continuity of essential services during emergencies and extreme events in New York State.
  • 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_69d886cb581c8190ab05f4b429c9cd85 completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3d283d2388190a78bf8d179e83fdc completed April 18, 2026, 6:50 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00dc14d5688190945f7ae72f724922 completed May 10, 2026, 7:27 p.m.
NEDg Description generation batch_6a0114d5aeb0819086f1a5d279ac0d0f completed May 10, 2026, 11:29 p.m.
NED2 Entity disambiguation (via description) batch_6a0115c967b0819088e2335fd45d755b completed May 10, 2026, 11:33 p.m.
Created at: April 10, 2026, 5:32 a.m.