Triple

T2821898
Position Surface form Disambiguated ID Type / Status
Subject Aubrey Williams E54827 entity
Predicate sphereOfActivity P3 FINISHED
Object United States federal programs
United States federal programs are government-funded initiatives and services administered at the national level to implement public policy, provide social and economic support, and regulate various sectors across the country.
E300976 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: United States federal programs | Statement: [Aubrey Williams, sphereOfActivity, United States federal programs]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: United States federal programs
Context triple: [Aubrey Williams, sphereOfActivity, United States federal programs]
  • A. 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.
  • B. Public Assistance programs
    Public Assistance programs are federally funded disaster relief initiatives that provide financial and technical support to state, local, tribal, and territorial governments, as well as certain nonprofits, to repair, restore, and protect public infrastructure and facilities after major emergencies.
  • C. United States federal budget
    The United States federal budget is the annual financial plan of the U.S. government that outlines projected revenues and authorized spending across federal agencies and programs.
  • D. United States federal education laws
    United States federal education laws are a set of nationwide statutes and regulations that govern how public education is funded, administered, and made accessible and non-discriminatory across the country.
  • E. Federal government
    The federal government is the national governing authority of a union of states, responsible for overarching laws, policies, and administration that apply across the entire country.
  • 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: United States federal programs
Triple: [Aubrey Williams, sphereOfActivity, United States federal programs]
Generated description
United States federal programs are government-funded initiatives and services administered at the national level to implement public policy, provide social and economic support, and regulate various sectors across the country.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: United States federal programs
Target entity description: United States federal programs are government-funded initiatives and services administered at the national level to implement public policy, provide social and economic support, and regulate various sectors across the country.
  • A. 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.
  • B. Public Assistance programs
    Public Assistance programs are federally funded disaster relief initiatives that provide financial and technical support to state, local, tribal, and territorial governments, as well as certain nonprofits, to repair, restore, and protect public infrastructure and facilities after major emergencies.
  • C. United States federal budget
    The United States federal budget is the annual financial plan of the U.S. government that outlines projected revenues and authorized spending across federal agencies and programs.
  • D. United States federal education laws
    United States federal education laws are a set of nationwide statutes and regulations that govern how public education is funded, administered, and made accessible and non-discriminatory across the country.
  • E. Federal government
    The federal government is the national governing authority of a union of states, responsible for overarching laws, policies, and administration that apply across the entire country.
  • 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_69ab49e100c0819082a40cb797383243 completed March 6, 2026, 9:40 p.m.
NER Named-entity recognition batch_69abde704af88190a132626acc99745f completed March 7, 2026, 8:14 a.m.
NED1 Entity disambiguation (via context triple) batch_69afceaa45e88190a9007885cf7868ef completed March 10, 2026, 7:56 a.m.
NEDg Description generation batch_69afcf138c00819087913972df96f5ad completed March 10, 2026, 7:58 a.m.
NED2 Entity disambiguation (via description) batch_69afcf8d0318819088f9abd895f8ba0a completed March 10, 2026, 8 a.m.
Created at: March 6, 2026, 9:59 p.m.