Triple
T20794306
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Public Law 115-334 |
E511872
|
entity |
| Predicate | title |
P38
|
FINISHED |
| Object | Title VII – Research, Extension, and Related Matters |
—
|
NE NERFINISHED |
How this triple was built (2 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 VII – Research, Extension, and Related Matters | Statement: [Public Law 115-334, title, Title VII – Research, Extension, and Related Matters]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Title VII – Research, Extension, and Related Matters Context triple: [Public Law 115-334, title, Title VII – Research, Extension, and Related Matters]
-
A.
Title VII – Research, Extension, and Related Matters
chosen
Title VII – Research, Extension, and Related Matters is the section of the 2018 U.S. farm bill that governs federal agricultural research, education, and extension programs supporting innovation and knowledge transfer in food and farming systems.
-
B.
Title IV – Educational Research and Training
Title IV – Educational Research and Training is a section of the Elementary and Secondary Education Act of 1965 that authorized federal support for educational research, development, and training to improve teaching and learning in U.S. schools.
-
C.
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.
-
D.
Title VII – Miscellaneous Provisions
Title VII – Miscellaneous Provisions is a section of the Higher Education Act of 1965 that contains assorted administrative, procedural, and general regulatory clauses not covered in the Act’s primary titles.
-
E.
Title VII – Indian, Native Hawaiian, and Alaska Native Education
Title VII – Indian, Native Hawaiian, and Alaska Native Education is a section of U.S. federal education law that provides targeted programs and funding to support the academic achievement, cultural preservation, and language revitalization of American Indian, Native Hawaiian, and Alaska Native students.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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_69e0b4cb83948190bd57bec21d78ed53 |
completed | April 16, 2026, 10:07 a.m. |
| NER | Named-entity recognition | batch_69e6c2abbcc8819091bb0225a0650ab6 |
completed | April 21, 2026, 12:19 a.m. |
Created at: April 16, 2026, 12:39 p.m.