Triple
T5325139
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Section 108 Loan Guarantee program |
E121766
|
entity |
| Predicate | statutoryRequirement |
P39303
|
FINISHED |
| Object | activities must meet a CDBG national objective |
—
|
LITERAL FINISHED |
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: activities must meet a CDBG national objective | Statement: [Section 108 Loan Guarantee program, statutoryRequirement, activities must meet a CDBG national objective]
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: statutoryRequirement Context triple: [Section 108 Loan Guarantee program, statutoryRequirement, activities must meet a CDBG national objective]
-
A.
legalRequirement
Indicates that one entity is obligated by law to perform, provide, or comply with something in relation to another entity or situation.
-
B.
establishedRequirement
chosen
Indicates that one entity has formally set or defined a requirement that another entity is expected to satisfy or comply with.
-
C.
statutoryType
Indicates the specific legal or statutory category under which something is formally classified or regulated.
-
D.
regulatoryStandard
Indicates that one entity serves as an official rule, guideline, or benchmark that governs, constrains, or evaluates the behavior, quality, or performance of another entity.
-
E.
establishedByStatute
Indicates that something has been formally created, defined, or authorized through a specific law or statute.
- F. None of above.
Provenance (3 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_69bd86f20f008190be7b5848af05f2b8 |
completed | March 20, 2026, 5:42 p.m. |
| PD | Predicate disambiguation | batch_69bd84561c7081909e5937c7816e492c |
completed | March 20, 2026, 5:31 p.m. |
Created at: March 20, 2026, 1:59 p.m.