Triple
T21969730
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Limpopo provincial government |
E542554
|
entity |
| Predicate | fiscalFramework |
P113389
|
FINISHED |
| Object | provincial equitable share from South African national budget |
—
|
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: provincial equitable share from South African national budget | Statement: [Limpopo provincial government, fiscalFramework, provincial equitable share from South African national budget]
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: fiscalFramework Context triple: [Limpopo provincial government, fiscalFramework, provincial equitable share from South African national budget]
-
A.
fiscalInstrument
Indicates a financial tool or mechanism used to manage, allocate, or influence monetary resources, obligations, or economic activity.
-
B.
fiscalIssue
Indicates a relationship where an entity is involved in, affected by, or associated with a financial or budgetary problem, concern, or matter.
-
C.
fiscalPolicyAuthority
Indicates that an entity has the power or responsibility to design, implement, or control fiscal policy decisions such as taxation, government spending, and budgetary measures.
-
D.
fundingFramework
chosen
Indicates that one entity provides the structural or regulatory basis that governs how funding is allocated, managed, or distributed to another entity or activity.
-
E.
economicFramework
Indicates the overarching system of principles, rules, and structures that organize and govern economic activities and relationships.
- 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_69e0c48070988190909db97667b9a0ac |
completed | April 16, 2026, 11:14 a.m. |
| NER | Named-entity recognition | batch_69f1245e4ebc8190968108cc95a22fe4 |
completed | April 28, 2026, 9:19 p.m. |
| PD | Predicate disambiguation | batch_69e6f601f2188190893bcdde0cf58ad6 |
completed | April 21, 2026, 3:58 a.m. |
Created at: April 16, 2026, 8:02 p.m.