Triple
T6657497
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Higher Education Opportunity Act of 2008 |
E151383
|
entity |
| Predicate | publicLawNumber |
P1117
|
FINISHED |
| Object |
Public Law 110-315
Public Law 110-315 is a major U.S. federal statute enacted in 2008 that reauthorized and significantly revised higher education programs, policies, and student aid provisions under the Higher Education Act.
|
E609205
|
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 110-315 | Statement: [Higher Education Opportunity Act of 2008, publicLawNumber, Public Law 110-315]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Public Law 110-315 Context triple: [Higher Education Opportunity Act of 2008, publicLawNumber, Public Law 110-315]
-
A.
Public Law 110-325
Public Law 110-325 is the U.S. federal statute enacted in 2008 that broadened and clarified the protections of the Americans with Disabilities Act by expanding the definition of disability and limiting judicial restrictions on coverage.
-
B.
Public Law 111-314
Public Law 111-314 is the 2010 federal statute that reorganized and recodified U.S. space-related laws into Title 51 of the United States Code.
-
C.
Public Law 110-175
Public Law 110-175 is a 2007 United States federal statute that significantly amended and strengthened the Freedom of Information Act to improve government transparency and public access to records.
-
D.
Public Law 110-181
Public Law 110-181 is a 2008 U.S. defense authorization statute that, among many provisions, governs and directs programs such as the Assembled Chemical Weapons Alternatives for the safe destruction of chemical weapons stockpiles.
-
E.
Public Law 110-261
Public Law 110-261 is the 2008 U.S. federal statute that amended the Foreign Intelligence Surveillance Act to expand government surveillance authorities and provide legal protections for telecommunications companies assisting such surveillance.
- 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 110-315 Triple: [Higher Education Opportunity Act of 2008, publicLawNumber, Public Law 110-315]
Generated description
Public Law 110-315 is a major U.S. federal statute enacted in 2008 that reauthorized and significantly revised higher education programs, policies, and student aid provisions under the Higher Education Act.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Public Law 110-315 Target entity description: Public Law 110-315 is a major U.S. federal statute enacted in 2008 that reauthorized and significantly revised higher education programs, policies, and student aid provisions under the Higher Education Act.
-
A.
Public Law 110-325
Public Law 110-325 is the U.S. federal statute enacted in 2008 that broadened and clarified the protections of the Americans with Disabilities Act by expanding the definition of disability and limiting judicial restrictions on coverage.
-
B.
Public Law 111-314
Public Law 111-314 is the 2010 federal statute that reorganized and recodified U.S. space-related laws into Title 51 of the United States Code.
-
C.
Public Law 110-175
Public Law 110-175 is a 2007 United States federal statute that significantly amended and strengthened the Freedom of Information Act to improve government transparency and public access to records.
-
D.
Public Law 110-181
Public Law 110-181 is a 2008 U.S. defense authorization statute that, among many provisions, governs and directs programs such as the Assembled Chemical Weapons Alternatives for the safe destruction of chemical weapons stockpiles.
-
E.
Public Law 110-261
Public Law 110-261 is the 2008 U.S. federal statute that amended the Foreign Intelligence Surveillance Act to expand government surveillance authorities and provide legal protections for telecommunications companies assisting such surveillance.
- 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_69c687f5fac48190a09e4838d9c6b45d |
completed | March 27, 2026, 1:36 p.m. |
| NER | Named-entity recognition | batch_69c6b06f3da88190b17649f44ee93fd1 |
completed | March 27, 2026, 4:29 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c6ef028ccc8190a56395075c9aabf7 |
completed | March 27, 2026, 8:56 p.m. |
| NEDg | Description generation | batch_69c6f0a2a150819091ec6e6d2905abcb |
completed | March 27, 2026, 9:03 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c6f1344dd4819096c1d3e216320c4d |
completed | March 27, 2026, 9:05 p.m. |
Created at: March 27, 2026, 2:01 p.m.