Triple
T4010531
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Health Care and Education Reconciliation Act of 2010 |
E90633
|
entity |
| Predicate | publicLawNumber |
P1117
|
FINISHED |
| Object |
Public Law 111-152
Public Law 111-152 is the Health Care and Education Reconciliation Act of 2010, a U.S. federal law that amended and expanded the Affordable Care Act while overhauling student loan financing.
|
E406174
|
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: Public Law 111-152 | Statement: [Health Care and Education Reconciliation Act of 2010, publicLawNumber, Public Law 111-152]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Public Law 111-152 Context triple: [Health Care and Education Reconciliation Act of 2010, publicLawNumber, Public Law 111-152]
-
A.
Public Law 111-148
Public Law 111-148 is the landmark U.S. federal statute enacted in 2010 that overhauled the healthcare system by expanding insurance coverage, introducing consumer protections, and implementing cost-control measures.
-
B.
Public Law 111-296
Public Law 111-296 is a U.S. federal statute enacted in 2010 that reauthorized and strengthened child nutrition programs, including school meals, to improve children’s health and reduce hunger.
-
C.
Public Law 111-84
Public Law 111-84 is the National Defense Authorization Act for Fiscal Year 2010, a U.S. federal law that authorizes defense programs and sets related policies and funding.
-
D.
Public Law 111-203
Public Law 111-203 is the formal designation of the Dodd–Frank Wall Street Reform and Consumer Protection Act, a major 2010 U.S. financial regulatory reform law enacted in response to the 2008 financial crisis.
-
E.
Public Law 111-267
Public Law 111-267 is a United States federal statute that authorized and set policy and funding priorities for NASA in 2010, shaping the agency’s programs and direction in human spaceflight, exploration, and research.
- 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: Public Law 111-152 Triple: [Health Care and Education Reconciliation Act of 2010, publicLawNumber, Public Law 111-152]
Generated description
Public Law 111-152 is the Health Care and Education Reconciliation Act of 2010, a U.S. federal law that amended and expanded the Affordable Care Act while overhauling student loan financing.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Public Law 111-152 Target entity description: Public Law 111-152 is the Health Care and Education Reconciliation Act of 2010, a U.S. federal law that amended and expanded the Affordable Care Act while overhauling student loan financing.
-
A.
Public Law 111-148
Public Law 111-148 is the landmark U.S. federal statute enacted in 2010 that overhauled the healthcare system by expanding insurance coverage, introducing consumer protections, and implementing cost-control measures.
-
B.
Public Law 111-296
Public Law 111-296 is a U.S. federal statute enacted in 2010 that reauthorized and strengthened child nutrition programs, including school meals, to improve children’s health and reduce hunger.
-
C.
Public Law 111-84
Public Law 111-84 is the National Defense Authorization Act for Fiscal Year 2010, a U.S. federal law that authorizes defense programs and sets related policies and funding.
-
D.
Public Law 111-203
Public Law 111-203 is the formal designation of the Dodd–Frank Wall Street Reform and Consumer Protection Act, a major 2010 U.S. financial regulatory reform law enacted in response to the 2008 financial crisis.
-
E.
Public Law 111-267
Public Law 111-267 is a United States federal statute that authorized and set policy and funding priorities for NASA in 2010, shaping the agency’s programs and direction in human spaceflight, exploration, and research.
- 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_69aed95e44088190aff7d90a151b1b20 |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aefa86c92c81908d8a610b14e22131 |
completed | March 9, 2026, 4:51 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b54c6df2e88190b6fd58bd8102d62a |
completed | March 14, 2026, 11:54 a.m. |
| NEDg | Description generation | batch_69b54d506140819096934d30f9986866 |
completed | March 14, 2026, 11:58 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b54ded2e6c8190a6dc9ce2f5d474b8 |
completed | March 14, 2026, noon |
Created at: March 9, 2026, 3:34 p.m.