Triple
T6812389
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Improving America’s Schools Act of 1994 |
E156666
|
entity |
| Predicate | publicLawNumber |
P1117
|
FINISHED |
| Object |
Public Law 103-382
Public Law 103-382 is the federal statute enacted in 1994 that reauthorized and significantly reformed the Elementary and Secondary Education Act, shaping U.S. K–12 education policy in areas such as standards, accountability, and support for disadvantaged students.
|
E622373
|
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 103-382 | Statement: [Improving America’s Schools Act of 1994, publicLawNumber, Public Law 103-382]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Public Law 103-382 Context triple: [Improving America’s Schools Act of 1994, publicLawNumber, Public Law 103-382]
-
A.
Public Law 103-328
Public Law 103-328 is a 1994 United States federal statute that significantly deregulated interstate banking by allowing bank holding companies and banks to expand and operate across state lines.
-
B.
Public Law 103-308
Public Law 103-308 is a United States federal law that officially designated December 7 as National Pearl Harbor Remembrance Day to honor those killed in the 1941 attack.
-
C.
Public Law 100-383
Public Law 100-383 is the U.S. federal statute, known as the Civil Liberties Act of 1988, that formally apologized for and granted reparations to Japanese Americans interned during World War II.
-
D.
Public Law 106-386
Public Law 106-386 is a landmark U.S. federal statute enacted in 2000 that established comprehensive measures to prevent human trafficking, protect trafficking victims, and prosecute traffickers.
-
E.
Public Law 103-141
Public Law 103-141 is the formal designation of the Religious Freedom Restoration Act of 1993, a U.S. federal law enacted to protect individuals’ free exercise of religion from substantial government burdens.
- 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 103-382 Triple: [Improving America’s Schools Act of 1994, publicLawNumber, Public Law 103-382]
Generated description
Public Law 103-382 is the federal statute enacted in 1994 that reauthorized and significantly reformed the Elementary and Secondary Education Act, shaping U.S. K–12 education policy in areas such as standards, accountability, and support for disadvantaged students.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Public Law 103-382 Target entity description: Public Law 103-382 is the federal statute enacted in 1994 that reauthorized and significantly reformed the Elementary and Secondary Education Act, shaping U.S. K–12 education policy in areas such as standards, accountability, and support for disadvantaged students.
-
A.
Public Law 103-328
Public Law 103-328 is a 1994 United States federal statute that significantly deregulated interstate banking by allowing bank holding companies and banks to expand and operate across state lines.
-
B.
Public Law 103-308
Public Law 103-308 is a United States federal law that officially designated December 7 as National Pearl Harbor Remembrance Day to honor those killed in the 1941 attack.
-
C.
Public Law 100-383
Public Law 100-383 is the U.S. federal statute, known as the Civil Liberties Act of 1988, that formally apologized for and granted reparations to Japanese Americans interned during World War II.
-
D.
Public Law 106-386
Public Law 106-386 is a landmark U.S. federal statute enacted in 2000 that established comprehensive measures to prevent human trafficking, protect trafficking victims, and prosecute traffickers.
-
E.
Public Law 103-141
Public Law 103-141 is the formal designation of the Religious Freedom Restoration Act of 1993, a U.S. federal law enacted to protect individuals’ free exercise of religion from substantial government burdens.
- 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_69c68828b26c819090fe9df7612bbc27 |
completed | March 27, 2026, 1:37 p.m. |
| NER | Named-entity recognition | batch_69c6d329861881909f65bd1017ea384b |
completed | March 27, 2026, 6:57 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c723d775a48190bfdf5b6a52339833 |
completed | March 28, 2026, 12:41 a.m. |
| NEDg | Description generation | batch_69c724a4f64481908676d15a09e9db28 |
completed | March 28, 2026, 12:45 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c725814d188190bd158292b34a553f |
completed | March 28, 2026, 12:49 a.m. |
Created at: March 27, 2026, 2:17 p.m.