Triple

T16739028
Position Surface form Disambiguated ID Type / Status
Subject Emergency Support Functions E406790 entity
Predicate hasComponent P35 FINISHED
Object ESF #11 – Agriculture and Natural Resources
ESF #11 – Agriculture and Natural Resources is a U.S. emergency support function that coordinates federal assistance to protect and restore agriculture, food systems, and natural resources during disasters.
E1230776 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 #11 – Agriculture and Natural Resources | Statement: [Emergency Support Functions, hasComponent, ESF #11 – Agriculture and Natural Resources]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: ESF #11 – Agriculture and Natural Resources
Context triple: [Emergency Support Functions, hasComponent, ESF #11 – Agriculture and Natural Resources]
  • A. National Programs in Natural Resources and Sustainable Agricultural Systems
    National Programs in Natural Resources and Sustainable Agricultural Systems is a U.S. Agricultural Research Service research portfolio focused on conserving natural resources and advancing sustainable agricultural production systems.
  • B. Food, Agriculture and Natural Resources cluster
    The Food, Agriculture and Natural Resources cluster is a Southern African Development Community (SADC) sectoral group focused on regional cooperation and policy coordination in agriculture, food security, and sustainable management of natural resources.
  • C. Energy, Environment and Agriculture Task Force
    The Energy, Environment and Agriculture Task Force is a policy group within the American Legislative Exchange Council that develops model legislation and guidance on energy, environmental regulation, and agricultural issues for state lawmakers.
  • D. Agriculture and Natural Resources Extension
    Agriculture and Natural Resources Extension is an Iowa State University Extension and Outreach program that provides research-based education and resources to support sustainable agriculture, natural resource management, and rural communities.
  • E. Division of Agricultural Resource Development
    The Division of Agricultural Resource Development is a unit within Maine’s state government that supports and promotes the growth, marketing, and sustainability of the state’s agricultural industries.
  • 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 #11 – Agriculture and Natural Resources
Triple: [Emergency Support Functions, hasComponent, ESF #11 – Agriculture and Natural Resources]
Generated description
ESF #11 – Agriculture and Natural Resources is a U.S. emergency support function that coordinates federal assistance to protect and restore agriculture, food systems, and natural resources during disasters.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: ESF #11 – Agriculture and Natural Resources
Target entity description: ESF #11 – Agriculture and Natural Resources is a U.S. emergency support function that coordinates federal assistance to protect and restore agriculture, food systems, and natural resources during disasters.
  • A. National Programs in Natural Resources and Sustainable Agricultural Systems
    National Programs in Natural Resources and Sustainable Agricultural Systems is a U.S. Agricultural Research Service research portfolio focused on conserving natural resources and advancing sustainable agricultural production systems.
  • B. Food, Agriculture and Natural Resources cluster
    The Food, Agriculture and Natural Resources cluster is a Southern African Development Community (SADC) sectoral group focused on regional cooperation and policy coordination in agriculture, food security, and sustainable management of natural resources.
  • C. Energy, Environment and Agriculture Task Force
    The Energy, Environment and Agriculture Task Force is a policy group within the American Legislative Exchange Council that develops model legislation and guidance on energy, environmental regulation, and agricultural issues for state lawmakers.
  • D. Agriculture and Natural Resources Extension
    Agriculture and Natural Resources Extension is an Iowa State University Extension and Outreach program that provides research-based education and resources to support sustainable agriculture, natural resource management, and rural communities.
  • E. Division of Agricultural Resource Development
    The Division of Agricultural Resource Development is a unit within Maine’s state government that supports and promotes the growth, marketing, and sustainability of the state’s agricultural industries.
  • 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.