Triple

T5638291
Position Surface form Disambiguated ID Type / Status
Subject Organic Agriculture Research and Extension Initiative E124201 entity
Predicate relatedTo P37 FINISHED
Object Organic Transitions Program
The Organic Transitions Program is a U.S. Department of Agriculture grant program that supports research, education, and extension projects helping farmers and ranchers transition from conventional to certified organic production systems.
E535108 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: Organic Transitions Program | Statement: [Organic Agriculture Research and Extension Initiative, relatedTo, Organic Transitions Program]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Organic Transitions Program
Context triple: [Organic Agriculture Research and Extension Initiative, relatedTo, Organic Transitions Program]
  • A. The Transitional Program
    The Transitional Program is Leon Trotsky’s 1938 manifesto for the Fourth International, outlining a strategy of transitional demands intended to bridge workers’ immediate struggles with the goal of socialist revolution.
  • B. Center for Sustainable Landscapes
    The Center for Sustainable Landscapes is a highly acclaimed green building and education center in Pittsburgh known for its net-zero energy design and leadership in sustainable landscape and building practices.
  • C. Certified Local Government program
    The Certified Local Government program is a federal partnership initiative that supports and empowers local governments to actively participate in historic preservation planning and decision-making within their communities.
  • D. Open Space Land Program
    The Open Space Land Program was a U.S. federal initiative that provided financial assistance to state and local governments to acquire and preserve open space and recreational lands within urban and developing areas.
  • E. National Transformation Program
    The National Transformation Program is a key Saudi government initiative aimed at diversifying the economy, improving public sector efficiency, and enhancing quality of life as part of the broader Vision 2030 reform agenda.
  • 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: Organic Transitions Program
Triple: [Organic Agriculture Research and Extension Initiative, relatedTo, Organic Transitions Program]
Generated description
The Organic Transitions Program is a U.S. Department of Agriculture grant program that supports research, education, and extension projects helping farmers and ranchers transition from conventional to certified organic production systems.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Organic Transitions Program
Target entity description: The Organic Transitions Program is a U.S. Department of Agriculture grant program that supports research, education, and extension projects helping farmers and ranchers transition from conventional to certified organic production systems.
  • A. The Transitional Program
    The Transitional Program is Leon Trotsky’s 1938 manifesto for the Fourth International, outlining a strategy of transitional demands intended to bridge workers’ immediate struggles with the goal of socialist revolution.
  • B. Center for Sustainable Landscapes
    The Center for Sustainable Landscapes is a highly acclaimed green building and education center in Pittsburgh known for its net-zero energy design and leadership in sustainable landscape and building practices.
  • C. Certified Local Government program
    The Certified Local Government program is a federal partnership initiative that supports and empowers local governments to actively participate in historic preservation planning and decision-making within their communities.
  • D. Open Space Land Program
    The Open Space Land Program was a U.S. federal initiative that provided financial assistance to state and local governments to acquire and preserve open space and recreational lands within urban and developing areas.
  • E. National Transformation Program
    The National Transformation Program is a key Saudi government initiative aimed at diversifying the economy, improving public sector efficiency, and enhancing quality of life as part of the broader Vision 2030 reform agenda.
  • 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_69c00824643c81909ffdb888a2d35189 completed March 22, 2026, 3:17 p.m.
NER Named-entity recognition batch_69c022820b7c81908f79c0a124d6b940 completed March 22, 2026, 5:10 p.m.
NED1 Entity disambiguation (via context triple) batch_69c04d7456408190962c476f2848927e completed March 22, 2026, 8:13 p.m.
NEDg Description generation batch_69c04edaa7408190811007d27549a35d completed March 22, 2026, 8:19 p.m.
NED2 Entity disambiguation (via description) batch_69c04ff40ce88190a9aa8886c22386e1 completed March 22, 2026, 8:24 p.m.
Created at: March 22, 2026, 3:41 p.m.