Triple
T5324647
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Agriculture Improvement Act of 2018 |
E121756
|
entity |
| Predicate | includesTitle |
P3254
|
FINISHED |
| Object |
Title VII – Research, Extension, and Related Matters
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.
|
E511876
|
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 VII – Research, Extension, and Related Matters | Statement: [Agriculture Improvement Act of 2018, includesTitle, 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: [Agriculture Improvement Act of 2018, includesTitle, Title VII – Research, Extension, and Related Matters]
-
A.
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.
-
B.
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.
-
C.
Title VII – The Council of State and the administrative jurisdictions
Title VII – The Council of State and the administrative jurisdictions is the section of the Belgian Constitution that organizes and defines the powers, composition, and functioning of Belgium’s highest administrative court and related administrative judicial bodies.
-
D.
Title VII—Management
Title VII—Management is a section of the Homeland Security Act of 2002 that establishes organizational and administrative structures for managing the Department of Homeland Security.
-
E.
Title IX – Miscellaneous Provisions
Title IX – Miscellaneous Provisions is a section of the Personal Responsibility and Work Opportunity Reconciliation Act that groups various supplemental and technical provisions not covered in the law’s main titles.
- 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 VII – Research, Extension, and Related Matters Triple: [Agriculture Improvement Act of 2018, includesTitle, Title VII – Research, Extension, and Related Matters]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Title VII – Research, Extension, and Related Matters Target entity description: 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.
-
A.
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.
-
B.
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.
-
C.
Title VII – The Council of State and the administrative jurisdictions
Title VII – The Council of State and the administrative jurisdictions is the section of the Belgian Constitution that organizes and defines the powers, composition, and functioning of Belgium’s highest administrative court and related administrative judicial bodies.
-
D.
Title VII—Management
Title VII—Management is a section of the Homeland Security Act of 2002 that establishes organizational and administrative structures for managing the Department of Homeland Security.
-
E.
Title IX – Miscellaneous Provisions
Title IX – Miscellaneous Provisions is a section of the Personal Responsibility and Work Opportunity Reconciliation Act that groups various supplemental and technical provisions not covered in the law’s main titles.
- 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_69bd463d956c819088105c3db802c017 |
completed | March 20, 2026, 1:06 p.m. |
| NER | Named-entity recognition | batch_69bd857b41e0819091a51286d0de214c |
completed | March 20, 2026, 5:35 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bf18abdcc48190bca5c7fc354c2471 |
completed | March 21, 2026, 10:16 p.m. |
| NEDg | Description generation | batch_69bf19a73b888190a903124a9da5e172 |
completed | March 21, 2026, 10:20 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bf19fc79148190a02c4ddf2f6abdf7 |
completed | March 21, 2026, 10:21 p.m. |
Created at: March 20, 2026, 1:59 p.m.