Triple
T5817945
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Public Works and Economic Development Act of 1965 |
E129031
|
entity |
| Predicate | notableAmendment |
P5553
|
FINISHED |
| Object |
Economic Development Administration Reform Act of 1998
The Economic Development Administration Reform Act of 1998 is a U.S. federal law that modernized and reauthorized the Economic Development Administration’s programs to promote job creation and economic growth in distressed communities.
|
E548106
|
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: Economic Development Administration Reform Act of 1998 | Statement: [Public Works and Economic Development Act of 1965, notableAmendment, Economic Development Administration Reform Act of 1998]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Economic Development Administration Reform Act of 1998 Context triple: [Public Works and Economic Development Act of 1965, notableAmendment, Economic Development Administration Reform Act of 1998]
-
A.
Riegle Community Development and Regulatory Improvement Act of 1994
The Riegle Community Development and Regulatory Improvement Act of 1994 is a U.S. federal law aimed at promoting community development and financial services in underserved areas, notably by establishing the Community Development Financial Institutions (CDFI) Fund.
-
B.
Housing and Community Development Act of 1992
The Housing and Community Development Act of 1992 is a U.S. federal law that overhauled housing finance and community development programs, expanding fair lending, affordable housing initiatives, and regulatory oversight of financial institutions.
-
C.
Balanced Budget Act of 1997
The Balanced Budget Act of 1997 is a major U.S. federal law that overhauled Medicare and other health programs to reduce federal spending and expand private-plan options for beneficiaries.
-
D.
Omnibus Budget Reconciliation Act of 1993
The Omnibus Budget Reconciliation Act of 1993 was a major U.S. federal law that aimed to reduce the federal deficit through a combination of tax increases, particularly on higher-income earners, and spending restraints.
-
E.
Omnibus Budget Reconciliation Act of 1990
The Omnibus Budget Reconciliation Act of 1990 was a major U.S. federal law that aimed to reduce the budget deficit through a combination of spending cuts and tax increases, including raising the top income tax rate and implementing new excise taxes.
- 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: Economic Development Administration Reform Act of 1998 Triple: [Public Works and Economic Development Act of 1965, notableAmendment, Economic Development Administration Reform Act of 1998]
Generated description
The Economic Development Administration Reform Act of 1998 is a U.S. federal law that modernized and reauthorized the Economic Development Administration’s programs to promote job creation and economic growth in distressed communities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Economic Development Administration Reform Act of 1998 Target entity description: The Economic Development Administration Reform Act of 1998 is a U.S. federal law that modernized and reauthorized the Economic Development Administration’s programs to promote job creation and economic growth in distressed communities.
-
A.
Riegle Community Development and Regulatory Improvement Act of 1994
The Riegle Community Development and Regulatory Improvement Act of 1994 is a U.S. federal law aimed at promoting community development and financial services in underserved areas, notably by establishing the Community Development Financial Institutions (CDFI) Fund.
-
B.
Housing and Community Development Act of 1992
The Housing and Community Development Act of 1992 is a U.S. federal law that overhauled housing finance and community development programs, expanding fair lending, affordable housing initiatives, and regulatory oversight of financial institutions.
-
C.
Balanced Budget Act of 1997
The Balanced Budget Act of 1997 is a major U.S. federal law that overhauled Medicare and other health programs to reduce federal spending and expand private-plan options for beneficiaries.
-
D.
Omnibus Budget Reconciliation Act of 1993
The Omnibus Budget Reconciliation Act of 1993 was a major U.S. federal law that aimed to reduce the federal deficit through a combination of tax increases, particularly on higher-income earners, and spending restraints.
-
E.
Omnibus Budget Reconciliation Act of 1990
The Omnibus Budget Reconciliation Act of 1990 was a major U.S. federal law that aimed to reduce the budget deficit through a combination of spending cuts and tax increases, including raising the top income tax rate and implementing new excise taxes.
- 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_69c0084869e881908d7859492183ca7b |
completed | March 22, 2026, 3:18 p.m. |
| NER | Named-entity recognition | batch_69c033e36cbc81908f1ef1a1a310674c |
completed | March 22, 2026, 6:24 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c0985399488190bcab9702e3b88539 |
completed | March 23, 2026, 1:33 a.m. |
| NEDg | Description generation | batch_69c0990d00e88190b9f2b34a8cedda3a |
completed | March 23, 2026, 1:36 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c099770ca88190a91815ec055f6df8 |
completed | March 23, 2026, 1:37 a.m. |
Created at: March 22, 2026, 3:53 p.m.