Triple

T16739031
Position Surface form Disambiguated ID Type / Status
Subject Emergency Support Functions E406790 entity
Predicate hasComponent P35 FINISHED
Object ESF #14 – Cross-Sector Business and Infrastructure
ESF #14 – Cross-Sector Business and Infrastructure is a U.S. emergency management function that coordinates the protection, stabilization, and rapid restoration of key businesses and critical infrastructure sectors during and after disasters.
E1230779 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: ESF #14 – Cross-Sector Business and Infrastructure | Statement: [Emergency Support Functions, hasComponent, ESF #14 – Cross-Sector Business and Infrastructure]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: ESF #14 – Cross-Sector Business and Infrastructure
Context triple: [Emergency Support Functions, hasComponent, ESF #14 – Cross-Sector Business and Infrastructure]
  • A. Centre for Collaboration with Transport Sector
    The Centre for Collaboration with Transport Sector is a specialized unit within the Norwegian Institute of Public Health that focuses on coordinating research and initiatives related to health and safety in the transport sector.
  • B. Chapter 6 – Infrastructure Finance
    Chapter 6 – Infrastructure Finance is a section of U.S. federal highway law that establishes programs and mechanisms for financing transportation infrastructure projects, including innovative and credit-based funding tools.
  • C. Centre for Collaboration with Energy Sector
    The Centre for Collaboration with Energy Sector is a specialized unit within the Norwegian Institute of Public Health that works with energy industry stakeholders to address health, safety, and environmental impacts associated with energy production and use.
  • D. Social Infrastructure & Industrial Systems
    Social Infrastructure & Industrial Systems is a Hitachi business division that develops and provides large-scale infrastructure and industrial solutions such as transportation, energy, and urban systems.
  • E. National Infrastructure and Construction Pipeline
    The National Infrastructure and Construction Pipeline is the UK government’s forward-looking schedule of planned and funded infrastructure and construction projects, providing visibility and certainty to industry and investors.
  • 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: ESF #14 – Cross-Sector Business and Infrastructure
Triple: [Emergency Support Functions, hasComponent, ESF #14 – Cross-Sector Business and Infrastructure]
Generated description
ESF #14 – Cross-Sector Business and Infrastructure is a U.S. emergency management function that coordinates the protection, stabilization, and rapid restoration of key businesses and critical infrastructure sectors during and after disasters.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: ESF #14 – Cross-Sector Business and Infrastructure
Target entity description: ESF #14 – Cross-Sector Business and Infrastructure is a U.S. emergency management function that coordinates the protection, stabilization, and rapid restoration of key businesses and critical infrastructure sectors during and after disasters.
  • A. Centre for Collaboration with Transport Sector
    The Centre for Collaboration with Transport Sector is a specialized unit within the Norwegian Institute of Public Health that focuses on coordinating research and initiatives related to health and safety in the transport sector.
  • B. Chapter 6 – Infrastructure Finance
    Chapter 6 – Infrastructure Finance is a section of U.S. federal highway law that establishes programs and mechanisms for financing transportation infrastructure projects, including innovative and credit-based funding tools.
  • C. Centre for Collaboration with Energy Sector
    The Centre for Collaboration with Energy Sector is a specialized unit within the Norwegian Institute of Public Health that works with energy industry stakeholders to address health, safety, and environmental impacts associated with energy production and use.
  • D. Social Infrastructure & Industrial Systems
    Social Infrastructure & Industrial Systems is a Hitachi business division that develops and provides large-scale infrastructure and industrial solutions such as transportation, energy, and urban systems.
  • E. National Infrastructure and Construction Pipeline
    The National Infrastructure and Construction Pipeline is the UK government’s forward-looking schedule of planned and funded infrastructure and construction projects, providing visibility and certainty to industry and investors.
  • 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_69d8838ffb088190a0b11149929006bf completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e39c3c808c8190b3300edeb7c7bca9 completed April 18, 2026, 2:59 p.m.
NED1 Entity disambiguation (via context triple) batch_6a009d50df9c81909452f330eb4336e4 completed May 10, 2026, 2:59 p.m.
NEDg Description generation batch_6a009e1aa6548190b77def9f74d3272a completed May 10, 2026, 3:02 p.m.
NED2 Entity disambiguation (via description) batch_6a009eb06d6481909914286301f9b4db completed May 10, 2026, 3:05 p.m.
Created at: April 10, 2026, 5:20 a.m.