Triple

T21215582
Position Surface form Disambiguated ID Type / Status
Subject USDA conservation programs E522826 entity
Predicate includesProgram P1393 FINISHED
Object Emergency Conservation Program
The Emergency Conservation Program is a USDA initiative that provides financial and technical assistance to farmers and ranchers to help them restore farmland and conservation structures damaged by natural disasters.
E1471505 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: Emergency Conservation Program | Statement: [USDA conservation programs, includesProgram, Emergency Conservation Program]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Emergency Conservation Program
Context triple: [USDA conservation programs, includesProgram, Emergency Conservation Program]
  • A. Emergency Watershed Protection Program
    The Emergency Watershed Protection Program is a U.S. federal initiative that provides technical and financial assistance to help communities address watershed impairments and reduce threats to life and property following natural disasters.
  • B. Emergency Preservation Grants
    Emergency Preservation Grants is a funding program that provides rapid financial assistance for urgent repairs and stabilization of historic buildings and landmarks.
  • C. Emergency Solutions Grants Program
    The Emergency Solutions Grants Program is a federal initiative that provides funding to local governments and nonprofits to prevent homelessness, support emergency shelters, and rapidly re-house individuals and families experiencing housing crises.
  • D. Central Emergency Response Fund
    The Central Emergency Response Fund is a United Nations global humanitarian fund that provides rapid, flexible financing to enable timely and life-saving assistance in emergencies and underfunded crises.
  • E. Emergency Management Assistance Compact
    The Emergency Management Assistance Compact is an interstate mutual aid agreement in the United States that enables states to share resources and support each other during disasters and emergencies.
  • 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: Emergency Conservation Program
Triple: [USDA conservation programs, includesProgram, Emergency Conservation Program]
Generated description
The Emergency Conservation Program is a USDA initiative that provides financial and technical assistance to farmers and ranchers to help them restore farmland and conservation structures damaged by natural disasters.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Emergency Conservation Program
Target entity description: The Emergency Conservation Program is a USDA initiative that provides financial and technical assistance to farmers and ranchers to help them restore farmland and conservation structures damaged by natural disasters.
  • A. Emergency Watershed Protection Program
    The Emergency Watershed Protection Program is a U.S. federal initiative that provides technical and financial assistance to help communities address watershed impairments and reduce threats to life and property following natural disasters.
  • B. Emergency Preservation Grants
    Emergency Preservation Grants is a funding program that provides rapid financial assistance for urgent repairs and stabilization of historic buildings and landmarks.
  • C. Emergency Solutions Grants Program
    The Emergency Solutions Grants Program is a federal initiative that provides funding to local governments and nonprofits to prevent homelessness, support emergency shelters, and rapidly re-house individuals and families experiencing housing crises.
  • D. Central Emergency Response Fund
    The Central Emergency Response Fund is a United Nations global humanitarian fund that provides rapid, flexible financing to enable timely and life-saving assistance in emergencies and underfunded crises.
  • E. Emergency Management Assistance Compact
    The Emergency Management Assistance Compact is an interstate mutual aid agreement in the United States that enables states to share resources and support each other during disasters and emergencies.
  • 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_69e0b511ed84819099b449b4a111085c completed April 16, 2026, 10:08 a.m.
NER Named-entity recognition batch_69e73473870c8190a0f41f9c85567aa7 completed April 21, 2026, 8:25 a.m.
NED1 Entity disambiguation (via context triple) batch_6a097ed8bd0881909777475f8930b590 completed May 17, 2026, 8:39 a.m.
NEDg Description generation batch_6a097f61ad008190bcbf64326356b857 completed May 17, 2026, 8:42 a.m.
NED2 Entity disambiguation (via description) batch_6a0980a602908190a2cbcbae9b8d8bf2 completed May 17, 2026, 8:47 a.m.
Created at: April 16, 2026, 3:40 p.m.