Triple
T11942990
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Municipality of São Paulo |
E284223
|
entity |
| Predicate | hasBudgetFor |
P102389
|
FINISHED |
| Object | public services in São Paulo |
—
|
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: public services in São Paulo | Statement: [Municipality of São Paulo, hasBudgetFor, public services in São Paulo]
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasBudgetFor Context triple: [Municipality of São Paulo, hasBudgetFor, public services in São Paulo]
-
A.
hasCapitalBudgetFor
Indicates that an entity allocates or designates financial resources specifically for capital expenditures related to another entity or purpose.
-
B.
budgetFrom
Indicates that a budget or funding allocation originates from or is provided by a particular source.
-
C.
budgetPassedIs
Indicates that a proposed budget has been formally approved and passed.
-
D.
budgetItemOf
Indicates that one entity is a specific budget line or allocation that belongs to, or is part of, another entity’s overall budget.
-
E.
budgetLevel
Indicates the relative amount of financial resources allocated or available for something, typically categorized by level (e.g., low, medium, high).
- F. None of above. chosen
Provenance (4 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_69d6ab2db38c8190b1f0ed6663ef8ada |
completed | April 8, 2026, 7:23 p.m. |
| NER | Named-entity recognition | batch_69d90342bb908190a019ac91a2b82f3d |
completed | April 10, 2026, 2:03 p.m. |
| PD | Predicate disambiguation | batch_69d8bb3e48e08190b2fee43af4f57323 |
completed | April 10, 2026, 8:56 a.m. |
| PDg | Predicate description generation | batch_69d8dd0ba0f88190b7d5e358c27ca184 |
completed | April 10, 2026, 11:20 a.m. |
Created at: April 8, 2026, 9:45 p.m.