Triple

T2323616
Position Surface form Disambiguated ID Type / Status
Subject Farm Aid E48235 entity
Predicate hasProgram P178 FINISHED
Object farmer resource network
The Farmer Resource Network is a Farm Aid initiative that connects farmers with practical support, including financial, legal, and technical assistance, to help them sustain and strengthen their operations.
E254805 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: farmer resource network | Statement: [Farm Aid, hasProgram, farmer resource network]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: farmer resource network
Context triple: [Farm Aid, hasProgram, farmer resource network]
  • A. Farm Aid
    Farm Aid is an annual benefit concert and nonprofit organization dedicated to supporting family farmers and promoting a sustainable food system in the United States.
  • B. Agricultural Panel
    The Agricultural Panel is one of the vocational panels in Ireland’s Seanad Éireann that elects senators representing the interests of agriculture and rural affairs.
  • C. Farmer
    Farmer is a common English occupational surname originally given to people who worked in agriculture or collected taxes on farmed land.
  • D. Farm Service Agency
    The Farm Service Agency is a U.S. government agency that administers agricultural policies and programs to support farmers, ranchers, and rural communities.
  • E. center for rural reconstruction experiments
    The center for rural reconstruction experiments at Sevagram Ashram was a Gandhian hub for testing and demonstrating practical methods of village upliftment, self-sufficiency, and social reform in rural India.
  • 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: farmer resource network
Triple: [Farm Aid, hasProgram, farmer resource network]
Generated description
The Farmer Resource Network is a Farm Aid initiative that connects farmers with practical support, including financial, legal, and technical assistance, to help them sustain and strengthen their operations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: farmer resource network
Target entity description: The Farmer Resource Network is a Farm Aid initiative that connects farmers with practical support, including financial, legal, and technical assistance, to help them sustain and strengthen their operations.
  • A. Farm Aid
    Farm Aid is an annual benefit concert and nonprofit organization dedicated to supporting family farmers and promoting a sustainable food system in the United States.
  • B. Agricultural Panel
    The Agricultural Panel is one of the vocational panels in Ireland’s Seanad Éireann that elects senators representing the interests of agriculture and rural affairs.
  • C. Farmer
    Farmer is a common English occupational surname originally given to people who worked in agriculture or collected taxes on farmed land.
  • D. Farm Service Agency
    The Farm Service Agency is a U.S. government agency that administers agricultural policies and programs to support farmers, ranchers, and rural communities.
  • E. center for rural reconstruction experiments
    The center for rural reconstruction experiments at Sevagram Ashram was a Gandhian hub for testing and demonstrating practical methods of village upliftment, self-sufficiency, and social reform in rural India.
  • 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_69a88aa308a88190b0b86c011fda7fce completed March 4, 2026, 7:40 p.m.
NER Named-entity recognition batch_69abc6488de481909f018700fa1f9fc7 completed March 7, 2026, 6:31 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae896de2c48190ada0814d3a4f8497 completed March 9, 2026, 8:48 a.m.
NEDg Description generation batch_69ae89e2efd48190a2f0a4702dcbc081 completed March 9, 2026, 8:50 a.m.
NED2 Entity disambiguation (via description) batch_69ae8a7726dc8190a18f7f1e1609253a completed March 9, 2026, 8:53 a.m.
Created at: March 4, 2026, 7:49 p.m.