Triple

T9650642
Position Surface form Disambiguated ID Type / Status
Subject Social Security Amendments of 1967 E233323 entity
Predicate relatedTo P37 FINISHED
Object United States welfare state
The United States welfare state is the collection of federal and state social programs—such as income support, social insurance, and public assistance—designed to reduce poverty, provide economic security, and promote social well-being.
E811870 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 welfare state | Statement: [Social Security Amendments of 1967, relatedTo, United States welfare state]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: United States welfare state
Context triple: [Social Security Amendments of 1967, relatedTo, United States welfare state]
  • A. United States Social Security system
    The United States Social Security system is a federal program that provides retirement, disability, and survivors’ benefits funded primarily through payroll taxes to offer income security for eligible workers and their families.
  • B. British welfare state
    The British welfare state is a system of social security, healthcare, and public services designed to provide universal support and reduce inequality, largely developed in the mid-20th century.
  • C. United States federal system
    The United States federal system is a constitutional framework in which power is divided and shared between a national government and individual states, each with its own authority and responsibilities.
  • D. contemporary United States
    The contemporary United States is a modern, culturally diverse, and technologically advanced nation characterized by its global political influence, complex social dynamics, and rapidly evolving media and youth culture.
  • E. United States healthcare system
    The United States healthcare system is a complex mix of public and private providers, insurers, and regulators that delivers medical care through a largely market-based structure with significant variations in access, cost, and quality.
  • 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 welfare state
Triple: [Social Security Amendments of 1967, relatedTo, United States welfare state]
Generated description
The United States welfare state is the collection of federal and state social programs—such as income support, social insurance, and public assistance—designed to reduce poverty, provide economic security, and promote social well-being.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: United States welfare state
Target entity description: The United States welfare state is the collection of federal and state social programs—such as income support, social insurance, and public assistance—designed to reduce poverty, provide economic security, and promote social well-being.
  • A. United States Social Security system
    The United States Social Security system is a federal program that provides retirement, disability, and survivors’ benefits funded primarily through payroll taxes to offer income security for eligible workers and their families.
  • B. British welfare state
    The British welfare state is a system of social security, healthcare, and public services designed to provide universal support and reduce inequality, largely developed in the mid-20th century.
  • C. United States federal system
    The United States federal system is a constitutional framework in which power is divided and shared between a national government and individual states, each with its own authority and responsibilities.
  • D. contemporary United States
    The contemporary United States is a modern, culturally diverse, and technologically advanced nation characterized by its global political influence, complex social dynamics, and rapidly evolving media and youth culture.
  • E. United States healthcare system
    The United States healthcare system is a complex mix of public and private providers, insurers, and regulators that delivers medical care through a largely market-based structure with significant variations in access, cost, and quality.
  • 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_69ca848b31648190b57aa55da20285be completed March 30, 2026, 2:11 p.m.
NER Named-entity recognition batch_69cd9baf9a1c819098c407ea7d42e6d1 completed April 1, 2026, 10:26 p.m.
NED1 Entity disambiguation (via context triple) batch_69d1826780fc81909c418e82bd94c581 completed April 4, 2026, 9:28 p.m.
NEDg Description generation batch_69d1836d683081908bccf970e4b0980b completed April 4, 2026, 9:32 p.m.
NED2 Entity disambiguation (via description) batch_69d18412c4a08190bce431235e1102fc completed April 4, 2026, 9:35 p.m.
Created at: March 30, 2026, 8:13 p.m.