Skip to content

ontocast.onto.enum

FactsDecision

Bases: StrEnum

Enumeration of routing decisions after ontology quality checks.

Source code in ontocast/onto/enum.py 
21
22
23
24
25
26
class FactsDecision(StrEnum):
    """Enumeration of routing decisions after ontology quality checks."""

    TEXT_TO_FACTS = "adequate ontology; render facts"
    TEXT_TO_ONTOLOGY = "inadequate ontology; retry render onto"
    SERIALIZE = "skip to serialize"

FailureStage

Bases: StrEnum

Enumeration of possible failure stages in the workflow.

Source code in ontocast/onto/enum.py 
66
67
68
69
70
71
72
73
74
75
76
77
78
79
class FailureStage(StrEnum):
    """Enumeration of possible failure stages in the workflow."""

    NO_CHUNKS_TO_PROCESS = "No chunks to process"
    ONTOLOGY_CRITIQUE = "The produced ontology did not pass the critique stage."
    FACTS_CRITIQUE = "The produced graph of facts did not pass the critique stage."
    GENERATE_TTL_FOR_ONTOLOGY = (
        "Failed to generate semantic triples (turtle) for ontology"
    )
    GENERATE_SPARQL_UPDATE_FOR_ONTOLOGY = (
        "Failed to generate SPARQL update for ontology"
    )
    GENERATE_TTL_FOR_FACTS = "Failed to generate semantic triples (turtle) for facts"
    GENERATE_SPARQL_UPDATE_FOR_FACTS = "Failed to generate SPARQL update for facts"

LLMGraphFormat

Bases: StrEnum

Format used by the LLM when emitting RDF graph payloads.

  • turtle: graph fields are Turtle strings (legacy behavior).
  • jsonld: graph fields are compact JSON-LD objects embedded directly in the structured LLM response. Internally parsed back into RDFGraph.
Source code in ontocast/onto/enum.py 
37
38
39
40
41
42
43
44
45
46
class LLMGraphFormat(StrEnum):
    """Format used by the LLM when emitting RDF graph payloads.

    - ``turtle``: graph fields are Turtle strings (legacy behavior).
    - ``jsonld``: graph fields are compact JSON-LD objects embedded directly
      in the structured LLM response. Internally parsed back into ``RDFGraph``.
    """

    TURTLE = "turtle"
    JSONLD = "jsonld"

OntologyAssemblyMode

Bases: StrEnum

How per-unit ontology context was assembled for prompts.

Source code in ontocast/onto/enum.py 
57
58
59
60
61
62
63
class OntologyAssemblyMode(StrEnum):
    """How per-unit ontology context was assembled for prompts."""

    SELECTED_SINGLE_ONTOLOGY_LLM = "selected_single_ontology_llm"
    SELECTED_VECTOR_SEARCH_ENSEMBLE = "selected_vector_search_ensemble"
    FIXED_SINGLE_ONTOLOGY = "fixed_single_ontology"
    DOCUMENT_MERGED_REDUCED = "document_merged_reduced"

OntologyContextMode

Bases: StrEnum

How per-unit ontology context is sourced before ontology/facts rendering.

Source code in ontocast/onto/enum.py 
49
50
51
52
53
54
class OntologyContextMode(StrEnum):
    """How per-unit ontology context is sourced before ontology/facts rendering."""

    SELECTED_SINGLE_ONTOLOGY = "selected_single_ontology"
    SELECTED_VECTOR_SEARCH_ONTOLOGY = "selected_vector_search_ontology"
    FIXED_SINGLE_ONTOLOGY = "fixed_single_ontology"

OntologyDecision

Bases: StrEnum

Enumeration of Ontology Decisions used in the workflow.

Source code in ontocast/onto/enum.py 
13
14
15
16
17
18
class OntologyDecision(StrEnum):
    """Enumeration of Ontology Decisions used in the workflow."""

    SKIP_TO_FACTS = "ontology found; skip to facts"
    FAILURE_NO_ONTOLOGY = "ontology not found; ffwd to END"
    IMPROVE_CREATE_ONTOLOGY = "improve/create ontology"

RenderMode

Bases: StrEnum

Enumeration of supported rendering modes.

Source code in ontocast/onto/enum.py 
29
30
31
32
33
34
class RenderMode(StrEnum):
    """Enumeration of supported rendering modes."""

    ONTOLOGY = "ontology"
    FACTS = "facts"
    ONTOLOGY_AND_FACTS = "ontology_and_facts"

SPARQLOperationType

Bases: StrEnum

Enumeration of SPARQL operation types.

This enum is used across the system for type-safe SPARQL operations.

Source code in ontocast/onto/enum.py 
105
106
107
108
109
110
111
112
113
class SPARQLOperationType(StrEnum):
    """Enumeration of SPARQL operation types.

    This enum is used across the system for type-safe SPARQL operations.
    """

    INSERT = "INSERT"
    UPDATE = "UPDATE"
    DELETE = "DELETE"

Status

Bases: StrEnum

Enumeration of possible workflow status values.

Source code in ontocast/onto/enum.py 
 4
 5
 6
 7
 8
 9
10
class Status(StrEnum):
    """Enumeration of possible workflow status values."""

    NOT_VISITED = "not visited"
    SUCCESS = "success"
    FAILED = "failed"
    COUNTS_EXCEEDED = "counts exceeded"

WorkflowNode

Bases: StrEnum

Enumeration of workflow nodes in the processing pipeline.

Source code in ontocast/onto/enum.py 
 82
 83
 84
 85
 86
 87
 88
 89
 90
 91
 92
 93
 94
 95
 96
 97
 98
 99
100
101
102
class WorkflowNode(StrEnum):
    """Enumeration of workflow nodes in the processing pipeline."""

    CONVERT_TO_MD = "Convert to Markdown"
    CHUNK = "Chunk Text"
    TEXT_TO_ONTOLOGY = "Text to Ontology"
    TEXT_TO_FACTS = "Text to Facts"
    CRITICISE_ONTOLOGY = "Criticise Ontology"
    CRITICISE_FACTS = "Criticise Facts"
    AGGREGATE_FACTS = "Aggregate Facts"
    SERIALIZE = "Serialize"
    PARALLEL_MAP_UNITS = "Parallel Map Units"
    RENDER_ONTOLOGY_UPDATE = "Update Ontology"
    RENDER_FACTS = "Render Facts"
    NORMALIZE_ONTOLOGY_UPDATES = "Normalize Ontology Updates"
    CONSOLIDATE_ONTOLOGY = "Consolidate Ontology"
    MERGE_FACTS = "Merge Facts"
    PLAN_EXTERNAL_EVIDENCE = "Plan External Evidence"
    FETCH_EXTERNAL_EVIDENCE = "Fetch External Evidence"
    STRUCTURAL_CHECK = "Structural Check"
    CONSISTENCY_CRITIC = "Consistency Critic"