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.