Triple

T1148598
Position Surface form Disambiguated ID Type / Status
Subject National Agricultural Statistics Service E23623 entity
Predicate productOrService P490 FINISHED
Object Census of Agriculture
The Census of Agriculture is a comprehensive nationwide survey conducted every five years in the United States to collect detailed data on the country’s farms, ranches, and agricultural producers.
 E131560 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: Census of Agriculture | Statement: [National Agricultural Statistics Service, productOrService, Census of Agriculture]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Census of Agriculture
Context triple: [National Agricultural Statistics Service, productOrService, Census of Agriculture]
  • A. National Agricultural Statistics Service
    The National Agricultural Statistics Service is a U.S. federal agency that collects, analyzes, and publishes data on agriculture to inform policy, industry decisions, and the public.
  • B. Bulletin of agricultural statistics
    Bulletin of agricultural statistics was a periodical publication providing statistical data and analysis on global agricultural production, trade, and related economic indicators.
  • C. United States federal farm programs
    United States federal farm programs are government initiatives that provide financial support, risk management, and regulatory frameworks to stabilize agricultural markets, support farm incomes, and ensure a reliable food supply.
  • D. 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.
  • E. 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.
  • 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: Census of Agriculture
Triple: [National Agricultural Statistics Service, productOrService, Census of Agriculture]
Generated description
The Census of Agriculture is a comprehensive nationwide survey conducted every five years in the United States to collect detailed data on the country’s farms, ranches, and agricultural producers.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Census of Agriculture
Target entity description: The Census of Agriculture is a comprehensive nationwide survey conducted every five years in the United States to collect detailed data on the country’s farms, ranches, and agricultural producers.
  • A. National Agricultural Statistics Service
    The National Agricultural Statistics Service is a U.S. federal agency that collects, analyzes, and publishes data on agriculture to inform policy, industry decisions, and the public.
  • B. Bulletin of agricultural statistics
    Bulletin of agricultural statistics was a periodical publication providing statistical data and analysis on global agricultural production, trade, and related economic indicators.
  • C. United States federal farm programs
    United States federal farm programs are government initiatives that provide financial support, risk management, and regulatory frameworks to stabilize agricultural markets, support farm incomes, and ensure a reliable food supply.
  • D. 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.
  • E. 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.
  • 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_69a493f0d32c8190ac74bad3c87f2641 completed March 1, 2026, 7:30 p.m.
NER Named-entity recognition batch_69a4bc7190308190ab104480ed208b22 completed March 1, 2026, 10:23 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac5eb3ec3881908c8cb39b422fcc71 completed March 7, 2026, 5:21 p.m.
NEDg Description generation batch_69ac5f248db081908596810839ee6160 completed March 7, 2026, 5:23 p.m.
NED2 Entity disambiguation (via description) batch_69ac5fb242488190bf99f63956aeda13 completed March 7, 2026, 5:26 p.m.
Created at: March 1, 2026, 7:44 p.m.