Triple

T2435841
Position Surface form Disambiguated ID Type / Status
Subject Personal Responsibility and Work Opportunity Reconciliation Act of 1996 E52957 entity
Predicate acronymOfCreatedProgram P39300 FINISHED
Object TANF 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: TANF | Statement: [Personal Responsibility and Work Opportunity Reconciliation Act of 1996, acronymOfCreatedProgram, TANF]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: TANF
Context triple: [Personal Responsibility and Work Opportunity Reconciliation Act of 1996, acronymOfCreatedProgram, TANF]
  • A. 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.
  • B. 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.
  • C. 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.
  • D. Supplemental Security Income
    Supplemental Security Income is a U.S. federal needs-based program that provides monthly cash benefits to low-income individuals who are aged, blind, or disabled.
  • E. HOPWA
    HOPWA is a federal housing assistance program in the United States that provides housing and related support services to low-income individuals and families living with HIV/AIDS.
  • 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: acronymOfCreatedProgram
Context triple: [Personal Responsibility and Work Opportunity Reconciliation Act of 1996, acronymOfCreatedProgram, TANF]
  • A. createdProgram
    Indicates that an entity authored, developed, or produced a particular program (such as software or a coded application).
  • B. madeProgram
    Indicates that one entity created, developed, or authored a program (such as software or a coded application).
  • C. originProgram
    Indicates the program, initiative, or source project from which an entity, item, or record originally comes.
  • D. implementedProgram
    Indicates that an entity has created, developed, or put into operation a particular program or software system.
  • E. developmentProgramName
    Indicates the specific name assigned to a development program associated with an entity or activity.
  • 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_69ab4959bcc0819083246f9fb10439e3 completed March 6, 2026, 9:38 p.m.
NER Named-entity recognition batch_69abcebf7cac8190889e6890d72c256c completed March 7, 2026, 7:07 a.m.
NED1 Entity disambiguation (via context triple) batch_69aebf6e23088190b0ce2feaa3eddda4 completed March 9, 2026, 12:39 p.m.
PD Predicate disambiguation batch_69abc5ac11b081908ce6a506e81a742a completed March 7, 2026, 6:29 a.m.
PDg Predicate description generation batch_69abcebe7dd08190b197a2a0e78787e3 completed March 7, 2026, 7:07 a.m.
Created at: March 6, 2026, 9:43 p.m.