Triple
T4034835
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | No Child Left Behind Act |
E83802
|
entity |
| Predicate | includesTitle |
P3254
|
FINISHED |
| Object |
Title V – Promoting Informed Parental Choice and Innovative Programs
Title V – Promoting Informed Parental Choice and Innovative Programs is a section of U.S. federal education law that supports parental involvement and school innovation through grants and initiatives aimed at expanding educational options and improving school quality.
|
E409326
|
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 V – Promoting Informed Parental Choice and Innovative Programs | Statement: [No Child Left Behind Act, includesTitle, Title V – Promoting Informed Parental Choice and Innovative Programs]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Title V – Promoting Informed Parental Choice and Innovative Programs Context triple: [No Child Left Behind Act, includesTitle, Title V – Promoting Informed Parental Choice and Innovative Programs]
-
A.
The Control of Parenthood
The Control of Parenthood is a book by Leonard Darwin that discusses eugenics and the social and ethical implications of regulating human reproduction.
-
B.
Title V – Guidance, Counseling, and Testing; Identification and Encouragement of Able Students
Title V – Guidance, Counseling, and Testing; Identification and Encouragement of Able Students is a section of the National Defense Education Act that established federal support for school guidance, counseling, and testing programs to identify and foster academically talented students.
-
C.
Title I, Part A – Improving Basic Programs Operated by Local Educational Agencies
Title I, Part A – Improving Basic Programs Operated by Local Educational Agencies is a major federal education funding program that provides financial assistance to schools and districts serving high numbers or percentages of children from low-income families to help ensure all students meet challenging academic standards.
-
D.
Title VII – Child Nutrition Programs
Title VII – Child Nutrition Programs is a section of the Personal Responsibility and Work Opportunity Reconciliation Act that addresses federal policies and provisions related to child nutrition assistance programs.
-
E.
Title VII – Research and Experimentation in More Effective Utilization of Television, Radio, Motion Pictures, and Related Media for Educational Purposes
Title VII – Research and Experimentation in More Effective Utilization of Television, Radio, Motion Pictures, and Related Media for Educational Purposes is a provision of the National Defense Education Act that funded innovative studies and pilot projects on using mass media technologies to improve teaching and learning.
- 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 V – Promoting Informed Parental Choice and Innovative Programs Triple: [No Child Left Behind Act, includesTitle, Title V – Promoting Informed Parental Choice and Innovative Programs]
Generated description
Title V – Promoting Informed Parental Choice and Innovative Programs is a section of U.S. federal education law that supports parental involvement and school innovation through grants and initiatives aimed at expanding educational options and improving school quality.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Title V – Promoting Informed Parental Choice and Innovative Programs Target entity description: Title V – Promoting Informed Parental Choice and Innovative Programs is a section of U.S. federal education law that supports parental involvement and school innovation through grants and initiatives aimed at expanding educational options and improving school quality.
-
A.
The Control of Parenthood
The Control of Parenthood is a book by Leonard Darwin that discusses eugenics and the social and ethical implications of regulating human reproduction.
-
B.
Title V – Guidance, Counseling, and Testing; Identification and Encouragement of Able Students
Title V – Guidance, Counseling, and Testing; Identification and Encouragement of Able Students is a section of the National Defense Education Act that established federal support for school guidance, counseling, and testing programs to identify and foster academically talented students.
-
C.
Title I, Part A – Improving Basic Programs Operated by Local Educational Agencies
Title I, Part A – Improving Basic Programs Operated by Local Educational Agencies is a major federal education funding program that provides financial assistance to schools and districts serving high numbers or percentages of children from low-income families to help ensure all students meet challenging academic standards.
-
D.
Title VII – Child Nutrition Programs
Title VII – Child Nutrition Programs is a section of the Personal Responsibility and Work Opportunity Reconciliation Act that addresses federal policies and provisions related to child nutrition assistance programs.
-
E.
Title VII – Research and Experimentation in More Effective Utilization of Television, Radio, Motion Pictures, and Related Media for Educational Purposes
Title VII – Research and Experimentation in More Effective Utilization of Television, Radio, Motion Pictures, and Related Media for Educational Purposes is a provision of the National Defense Education Act that funded innovative studies and pilot projects on using mass media technologies to improve teaching and learning.
- 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_69aed92f7cf0819098e0539bdcc3767f |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aefb11d92481909aaebbc250ff45b9 |
completed | March 9, 2026, 4:53 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5563e11708190abc9ba55b1be43a5 |
completed | March 14, 2026, 12:36 p.m. |
| NEDg | Description generation | batch_69b55a291d8c8190976e764011692ba0 |
completed | March 14, 2026, 12:52 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b55a9ec7e88190bc5d165fd666f4b3 |
completed | March 14, 2026, 12:54 p.m. |
Created at: March 9, 2026, 3:36 p.m.