Triple

T85228
Position Surface form Disambiguated ID Type / Status
Subject Aid to Dependent Children E1715 entity
Predicate replacedBy P101 FINISHED
Object Aid to Families with Dependent Children E1715 NE FINISHED

How this triple was built (2 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: Aid to Families with Dependent Children | Statement: [Aid to Dependent Children, replacedBy, Aid to Families with Dependent Children]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Aid to Families with Dependent Children
Context triple: [Aid to Dependent Children, replacedBy, Aid to Families with Dependent Children]
  • A. Aid to Dependent Children chosen
    Aid to Dependent Children was a New Deal-era federal assistance program that provided cash support to low-income families with children, particularly single-mother households, in the United States.
  • B. Social Security Act of 1935
    The Social Security Act of 1935 is a landmark U.S. New Deal law that established a federal system of old-age pensions, unemployment insurance, and aid to vulnerable groups, forming the foundation of the modern American social safety net.
  • C. Point Four Program
    The Point Four Program was a U.S. foreign aid initiative launched in 1949 to provide technical assistance and economic development support to poorer countries as part of Cold War-era efforts to promote stability and counter communism.
  • D. Marshall Plan
    The Marshall Plan was a massive U.S.-led economic aid program launched after World War II to rebuild and stabilize war-torn European countries and contain the spread of communism.
  • E. Social Security Amendments of 1939
    The Social Security Amendments of 1939 were a major U.S. legislative revision that expanded the original Social Security program by adding survivors’ and dependents’ benefits and restructuring it into a more comprehensive social insurance system.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69a24c8150408190910a693eb51c1f71 completed Feb. 28, 2026, 2:01 a.m.
NER Named-entity recognition batch_69a24f4e73c081908d2da146226ef05e completed Feb. 28, 2026, 2:13 a.m.
NED1 Entity disambiguation (via context triple) batch_69a25554ea408190b39de01c3ba5e28f completed Feb. 28, 2026, 2:39 a.m.
Created at: Feb. 28, 2026, 2:06 a.m.