Triple
T22492684
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | United States foreign assistance architecture |
E556056
|
entity |
| Predicate | includesProgram |
P1393
|
FINISHED |
| Object | Food for Peace Title II |
—
|
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: Food for Peace Title II | Statement: [United States foreign assistance architecture, includesProgram, Food for Peace Title II]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Food for Peace Title II Context triple: [United States foreign assistance architecture, includesProgram, Food for Peace Title II]
-
A.
Public Law 480 Food for Peace Program
chosen
The Public Law 480 Food for Peace Program is a U.S. government initiative that uses agricultural commodities to provide international food aid, support economic development, and promote foreign policy objectives in developing countries.
-
B.
Food for Progress Act of 1985
The Food for Progress Act of 1985 is a U.S. law that authorizes programs using surplus agricultural commodities to support economic development and the transition to free-market agricultural systems in developing and emerging countries.
-
C.
Title IV – Nutrition Programs
Title IV – Nutrition Programs is the section of U.S. farm bill legislation that governs and funds federal food assistance and nutrition initiatives, including programs like SNAP and related nutrition support services.
-
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 VIII – Food Stamp Provisions
Title VIII – Food Stamp Provisions is a section of the 1996 Personal Responsibility and Work Opportunity Reconciliation Act that restructured and tightened eligibility and benefit rules for the federal food stamp program.
- 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_69e11e5445bc8190b6a9481926db3355 |
completed | April 16, 2026, 5:37 p.m. |
| NER | Named-entity recognition | batch_69f15cb01b3481908a9143503b75167f |
completed | April 29, 2026, 1:19 a.m. |
Created at: April 16, 2026, 8:49 p.m.