Triple
T21189601
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Public Law 113-79 |
E522176
|
entity |
| Predicate | hasTitle |
P38
|
FINISHED |
| Object | Title VI – Rural Development |
—
|
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 VI – Rural Development | Statement: [Public Law 113-79, hasTitle, Title VI – Rural Development]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Title VI – Rural Development Context triple: [Public Law 113-79, hasTitle, Title VI – Rural Development]
-
A.
Title VI – Rural Development
chosen
Title VI – Rural Development is a section of U.S. farm bill legislation that authorizes federal programs and funding to support economic growth, infrastructure, and quality of life in rural communities.
-
B.
USDA Rural Development mission area
The USDA Rural Development mission area is a branch of the U.S. Department of Agriculture that administers programs to improve housing, infrastructure, and economic opportunities in rural communities.
-
C.
Consolidated Farm and Rural Development Act
The Consolidated Farm and Rural Development Act is a key U.S. federal law that provides authority and programs for agricultural credit, rural development, and farm loan assistance administered primarily by the Department of Agriculture.
-
D.
Rural Area Formula Program
The Rural Area Formula Program is a U.S. federal transit funding program that provides formula-based financial assistance to support public transportation services in rural and small communities.
-
E.
Rural Residency Planning and Development Program
The Rural Residency Planning and Development Program is a federal initiative that supports the creation and expansion of medical residency programs in rural communities to strengthen the rural healthcare workforce.
- 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_69e0b51061388190aa03f19700d3ef04 |
completed | April 16, 2026, 10:08 a.m. |
| NER | Named-entity recognition | batch_69e733350e588190a31467758a8afa5c |
completed | April 21, 2026, 8:20 a.m. |
Created at: April 16, 2026, 3:07 p.m.