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.