Triple

T13813203
Position Surface form Disambiguated ID Type / Status
Subject Family Assistance Plan (House only, not enacted) E331946 entity
Predicate wouldHaveReplacedProgram P53586 FINISHED
Object Aid to Families with Dependent Children E8045 NE FINISHED

How this triple was built (3 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: [Family Assistance Plan (House only, not enacted), wouldHaveReplacedProgram, 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: [Family Assistance Plan (House only, not enacted), wouldHaveReplacedProgram, Aid to Families with Dependent Children]
  • A. Aid to Dependent Children
    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. Transitional Aid to Families with Dependent Children
    Transitional Aid to Families with Dependent Children is a Massachusetts cash assistance program that provides financial support to low-income families with children to help meet basic living expenses.
  • C. Temporary Assistance for Needy Families chosen
    Temporary Assistance for Needy Families is a U.S. federal assistance program that provides time-limited cash aid and work support services to low-income families with children.
  • D. Special Supplemental Nutrition Program for Women, Infants, and Children
    The Special Supplemental Nutrition Program for Women, Infants, and Children (WIC) is a U.S. federal assistance program that provides nutritious foods, nutrition education, and health care referrals to low-income pregnant and postpartum women, infants, and young children at nutritional risk.
  • E. Hartz II
    Hartz II is a German labor market reform package introduced in the early 2000s that, among other measures, created new forms of marginal employment such as “Mini-jobs” and “Midi-jobs” to increase labor market flexibility.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: wouldHaveReplacedProgram
Context triple: [Family Assistance Plan (House only, not enacted), wouldHaveReplacedProgram, Aid to Families with Dependent Children]
  • A. hasReplaced
    Indicates that one entity has taken the place or function of another entity, superseding it in a given context.
  • B. replacedProgramme chosen
    Indicates that one programme has been superseded or taken the place of another programme.
  • C. replacedProcess
    Indicates that one process has been substituted or superseded by another process.
  • D. mayBeReplacedBy
    Indicates that one entity can potentially be substituted or superseded by another entity.
  • E. replacedDuring
    Indicates that one entity took the place of another entity during a specified time period or interval.
  • F. None of above.

Provenance (4 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_69d81c59f8808190a851bc56afdc55e9 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de027198f8819095da3e714ac241f5 completed April 14, 2026, 9:01 a.m.
NED1 Entity disambiguation (via context triple) batch_69f7b8de34a4819090c99cb78b941003 completed May 3, 2026, 9:06 p.m.
PD Predicate disambiguation batch_69dbc862e9608190bd8a3d883959b7e4 completed April 12, 2026, 4:29 p.m.
Created at: April 9, 2026, 10:12 p.m.