Triple
T3156095
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | 91st United States Congress |
E65988
|
entity |
| Predicate | passed |
P3127
|
FINISHED |
| Object |
Family Assistance Plan (House only, not enacted)
The Family Assistance Plan (House only, not enacted) was a Nixon-era welfare reform proposal that would have replaced existing aid programs with a guaranteed minimum income for families, passing the U.S. House of Representatives but ultimately failing to become law.
|
E331946
|
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: Family Assistance Plan (House only, not enacted) | Statement: [91st United States Congress, passed, Family Assistance Plan (House only, not enacted)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Family Assistance Plan (House only, not enacted) Context triple: [91st United States Congress, passed, Family Assistance Plan (House only, not enacted)]
-
A.
Cranston-Gonzalez National Affordable Housing Act
The Cranston-Gonzalez National Affordable Housing Act is a landmark 1990 U.S. federal law that expanded and restructured housing assistance programs to increase the supply of affordable housing for low- and moderate-income households.
-
B.
Family Self-Sufficiency Program for participating families
The Family Self-Sufficiency Program for participating families is a HUD-supported initiative that helps Section 8 voucher households increase their earned income and reduce dependence on public assistance through case management, goal-setting, and escrow savings.
-
C.
Temporary Assistance for Needy Families
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.
Simpson–Bowles deficit reduction plan
The Simpson–Bowles deficit reduction plan is a bipartisan U.S. fiscal reform proposal issued in 2010 that recommended spending cuts, tax reforms, and entitlement changes to reduce the federal budget deficit and stabilize the national debt.
-
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. 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: Family Assistance Plan (House only, not enacted) Triple: [91st United States Congress, passed, Family Assistance Plan (House only, not enacted)]
Generated description
The Family Assistance Plan (House only, not enacted) was a Nixon-era welfare reform proposal that would have replaced existing aid programs with a guaranteed minimum income for families, passing the U.S. House of Representatives but ultimately failing to become law.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Family Assistance Plan (House only, not enacted) Target entity description: The Family Assistance Plan (House only, not enacted) was a Nixon-era welfare reform proposal that would have replaced existing aid programs with a guaranteed minimum income for families, passing the U.S. House of Representatives but ultimately failing to become law.
-
A.
Cranston-Gonzalez National Affordable Housing Act
The Cranston-Gonzalez National Affordable Housing Act is a landmark 1990 U.S. federal law that expanded and restructured housing assistance programs to increase the supply of affordable housing for low- and moderate-income households.
-
B.
Family Self-Sufficiency Program for participating families
The Family Self-Sufficiency Program for participating families is a HUD-supported initiative that helps Section 8 voucher households increase their earned income and reduce dependence on public assistance through case management, goal-setting, and escrow savings.
-
C.
Temporary Assistance for Needy Families
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.
Simpson–Bowles deficit reduction plan
The Simpson–Bowles deficit reduction plan is a bipartisan U.S. fiscal reform proposal issued in 2010 that recommended spending cuts, tax reforms, and entitlement changes to reduce the federal budget deficit and stabilize the national debt.
-
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. 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_69ad8584485081909ed529e890cadc4a |
completed | March 8, 2026, 2:19 p.m. |
| NER | Named-entity recognition | batch_69ada5e97548819084643586fff2e3cb |
completed | March 8, 2026, 4:38 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b225068444819080e2b8b6b1260613 |
completed | March 12, 2026, 2:29 a.m. |
| NEDg | Description generation | batch_69b22574e7c881908e9645f0869d95a8 |
completed | March 12, 2026, 2:31 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b225f0e0b0819096f8b5f7e7ddd8c3 |
completed | March 12, 2026, 2:33 a.m. |
Created at: March 8, 2026, 3:05 p.m.