ambiguity_plot          Bar chart of candidates-per-record distribution
                        (candidates only)
apply_filter            Apply a fitted filter to match features
approximate_date        Approximate dates by rounding to coarser time
                        units
as_cologne              Encode text phonetically with the Cologne
                        procedure
as_metaphone            Encode text phonetically with Metaphone
as_soundex              Encode text phonetically with Soundex
audit_strategy          Audit a Search Strategy Against Data
base_example            Base dataset for record linkage example
batch_map               Apply a function to DuckDB table batches
block_on_tokens         Block on a Column's Rare Tokens (region-free
                        blocking)
block_size_plot         Bar chart of block sizes (requires block_by on
                        strategy)
calibrate               Evaluate a fitted filter on labelled pairs
calibrate_matches       Calibrate matches end-to-end (features ->
                        filter -> apply)
clear_embedding_cache   Clear the embedding reuse cache
cluster_size_plot       Bar chart of cluster-size distribution
                        (duplicates only)
compare_stages          Compare Stages of a Multi-Stage Match
compute_embeddings      Compute Embeddings for Records
compute_rarity          Compute Token Rarity for Record Linkage
contribution_plot       Horizontal bar chart of per-column score
                        contributions
coverage_plot           Bar chart of match coverage (base and/or
                        target)
date_tokens             Extract date components as tokens
deduplicate_table       Deduplicate a Table
detect_duplicates       Detect Duplicate Records
drop_joinery_temp_tables
                        Drop all temporary DuckDB tables created by
                        joinery
drop_numeric_tokens     Drop numeric (house-number) tokens from token
                        lists
drop_short_tokens       Drop short tokens from token lists
duckdb_batch_plan       Create a Batch Plan for DuckDB Table Processing
duckdb_control          DuckDB Execution Control
embedding_strategy      Create an Embedding Strategy
exact_strategy          Define an Exact Matching Strategy
explain_match           Explain a Single Match
export_for_labelling    Export a match sample to CSV for manual
                        labelling
extract_initials        Extract initials from tokens
extract_unmatched       Extract Unmatched Records
filter_stopwords        Filter out stopwords from token lists
find_stopwords          Discover candidate stopwords from a prepared
                        token table
fit_filter              Fit a false-positive filter on labelled match
                        pairs
frontier_plot           Cost/recall frontier scatter for a strategy
                        plan
fuzzy_tokens            Collapse near-duplicate tokens to a canonical
                        form
generate_ngrams         Generate character n-grams from text
import_labels           Import a labelled CSV back into a feature/label
                        table
inspect_tokens          Inspect Tokens for a Specific Column
joinery_recipe          Build a tidymodels recipe for calibration
                        features
match_features          Build a per-pair feature table for calibration
match_labels_example    Labelled candidate pairs for calibration
                        examples
materialize_records     Materialize Records by ID
multi_stage_dedup       Staged Duplicate Detection (within one table)
multi_stage_search      Staged Search Across Tables or Sources
norm_plot               Bar chart of embedding norm quantiles
normalize_date          Normalize dates to ISO 8601 format (YYYY-MM-DD)
normalize_street        Normalize street names across languages
normalize_text          Normalize text for matching
numeric_tokens          Tokenize numeric fields, expanding ranges into
                        individual numbers
plan_strategy           Plan a Search Strategy from Raw Inputs
prepare_search_data     Prepare Data for Record Linkage Search
rarity_distribution     Read the Token Rarity Distribution
rarity_histogram        Bar chart of median token rarity per column
recommendations         Recommendations from a Diagnostic Object
resolve_entities        Group Matched Pairs into Entities
sample_matches          Sample Matches for Review
score_density           Kernel density of the score distribution
score_embeddings        Score Embedding Pairs Using Cosine Similarity
score_histogram         Bar chart of the pre-binned score distribution
search_candidates       Search for Candidate Matches Between Tables
search_strategy         Define a Search Strategy for Record Linkage
similarity_histogram    Histogram of sampled pairwise cosine
                        similarities
smooth_rip              Configure rIP smoothing for a search strategy
stage_coverage_plot     Line plot of cumulative base coverage by stage
stage_score_plot        Grouped bar chart of score distributions by
                        stage
street_stopwords        Multilingual Street-Name Stopwords
street_types            Multilingual Street-Type Normalization
                        Dictionary
strip_vowels            Strip vowels from text (consonant skeleton)
summarise_matches       Summarise a Match Result
target_example          Target dataset for record linkage example
token_contribution_plot
                        Horizontal bar chart of per-token score
                        contributions, coloured by column
token_frequency_plot    Bar chart of average tokens per record per
                        column
token_shapes            Convert tokens to shape signatures
top_gap_density         Bar chart of top-1 vs top-2 score gap
                        distribution (candidates only)
use_dictionary          Map tokens to canonical groups with a lookup
                        table
vocab_overlap_plot      Bar chart of vocabulary overlap between base
                        and target per column
word_tokens             Split text into word tokens
workshop_listings       Workshop external directory (target) for record
                        linkage examples
workshop_panel          Multi-year workshop panel for cross-year
                        linkage examples
workshop_register       Workshop guild register (base) for record
                        linkage examples
