Triple
T13857802
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Energy Independence and Security Act of 2007 |
E333108
|
entity |
| Predicate | containsTitle |
P3254
|
FINISHED |
| Object |
Title XII – Small Business Energy Programs
Title XII – Small Business Energy Programs is a section of U.S. energy legislation that establishes initiatives and support mechanisms to help small businesses improve energy efficiency and adopt clean energy technologies.
|
E1066958
|
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: Title XII – Small Business Energy Programs | Statement: [Energy Independence and Security Act of 2007, containsTitle, Title XII – Small Business Energy Programs]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Title XII – Small Business Energy Programs Context triple: [Energy Independence and Security Act of 2007, containsTitle, Title XII – Small Business Energy Programs]
-
A.
Title XII – Electricity
Title XII – Electricity is a section of the U.S. Energy Policy Act of 2005 that establishes major federal policies and regulatory frameworks for the nation’s electric power sector, including reliability standards, grid modernization, and incentives for infrastructure and technology development.
-
B.
Low Income Home Energy Assistance Act provisions
The Low Income Home Energy Assistance Act provisions are federal statutory rules that govern the LIHEAP program, which provides financial assistance to help low-income households meet their home energy needs.
-
C.
Appliance Efficiency Regulations (Title 20)
Appliance Efficiency Regulations (Title 20) are California’s statewide standards that set minimum energy and water efficiency requirements for appliances sold or offered for sale in the state.
-
D.
Title IX – Energy
Title IX – Energy is the section of the 2018 U.S. Farm Bill that governs federal agricultural energy programs, including support for bioenergy, renewable energy, and energy efficiency in rural and farm-related contexts.
-
E.
Small Business Jobs Act of 2010
The Small Business Jobs Act of 2010 is a U.S. federal law designed to spur small business lending, investment, and job creation through tax incentives, loan enhancements, and targeted support programs.
- 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: Title XII – Small Business Energy Programs Triple: [Energy Independence and Security Act of 2007, containsTitle, Title XII – Small Business Energy Programs]
Generated description
Title XII – Small Business Energy Programs is a section of U.S. energy legislation that establishes initiatives and support mechanisms to help small businesses improve energy efficiency and adopt clean energy technologies.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Title XII – Small Business Energy Programs Target entity description: Title XII – Small Business Energy Programs is a section of U.S. energy legislation that establishes initiatives and support mechanisms to help small businesses improve energy efficiency and adopt clean energy technologies.
-
A.
Title XII – Electricity
Title XII – Electricity is a section of the U.S. Energy Policy Act of 2005 that establishes major federal policies and regulatory frameworks for the nation’s electric power sector, including reliability standards, grid modernization, and incentives for infrastructure and technology development.
-
B.
Low Income Home Energy Assistance Act provisions
The Low Income Home Energy Assistance Act provisions are federal statutory rules that govern the LIHEAP program, which provides financial assistance to help low-income households meet their home energy needs.
-
C.
Appliance Efficiency Regulations (Title 20)
Appliance Efficiency Regulations (Title 20) are California’s statewide standards that set minimum energy and water efficiency requirements for appliances sold or offered for sale in the state.
-
D.
Title IX – Energy
Title IX – Energy is the section of the 2018 U.S. Farm Bill that governs federal agricultural energy programs, including support for bioenergy, renewable energy, and energy efficiency in rural and farm-related contexts.
-
E.
Small Business Jobs Act of 2010
The Small Business Jobs Act of 2010 is a U.S. federal law designed to spur small business lending, investment, and job creation through tax incentives, loan enhancements, and targeted support programs.
- 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_69d81c5ba13c8190839315f54768acfd |
completed | April 9, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69de02dc9f488190b7181dcb7e304632 |
completed | April 14, 2026, 9:03 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f7c0fb7c3c819081fc6f89aa17d6af |
completed | May 3, 2026, 9:41 p.m. |
| NEDg | Description generation | batch_69f7c2c711948190ac614291592a7e03 |
completed | May 3, 2026, 9:48 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f7c36f28b48190b734a9e5e7ae39b9 |
completed | May 3, 2026, 9:51 p.m. |
Created at: April 9, 2026, 10:14 p.m.