Running pattern detector against the corpus
The dataset shows entities the upstream entity-resolution pipeline adjudicated as RELATED to other funded entities — distinct legal registrations that share a name, structure, or governance lineage — where related-party relationships are more likely to materialise.
Glassbox surfaces correlations and observations, not findings of misconduct. Severity is a calibrated read on how strongly the dataset matches the pattern definition — a starting point for review, not a verdict.
The match meets the pattern threshold but the signal is the lower band. Normal review queue.
The match exceeds the routine threshold. Worth a closer look — pull the source rows, walk the citation.
The match is in the highest band of the calibrated scale. Recommend: prioritise for active review.
Severity is computed from the detection signal · general.entity_merge_candidates.llm_verdict = 'RELATED' (Splink candidate → LLM adjudication) edges joined to general.entity_golden_records on both sides · ≥ 2 distinct RELATED counterparties · confidence ≥ 0.7 · signal = related-counterparty count · severity weights cross-dataset presence and source-record volume
The dataset shows JOHN HOWARD SOCIETY OF ONTARIO (charitable_org) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.94) — JOHN HOWARD SOCIETY; JOHN HOWARD SOCIETY OF PEI | JOHN HOWARD SOCIETY OF PEI; it appears in 2 datasets (cra, fed) with 61 source records. Glassbox surfaces the network; the funder verifies governance overlap.
Aggregated from the matches below. Severity bands are calibrated per pattern; counts and dollar totals reflect this snapshot only.
The dataset shows Le Patro Roc-Amadour (1978) Inc. (charity) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.89) — Fondation Notre-Dame de Roc-Amadour; CENTRE DE LA PETITE ENFANCE ROC-AMADOUR; it appears in 2 datasets (cra, fed) with 74 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows LES PETITS FRERES DES PAUVRES (charitable_org) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.90) — Fondation des Petits Frères des Pauvres; FÉDÉRATION INTERNATIONAL PETITS FRÈRES DES PAUVRES; it appears in 2 datasets (cra, fed) with 332 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows Mount Saint Vincent University (grant_recipient) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.87) — Mount Saint Vincent University Students' Union; MOUNT SAINT VINCENT UNIVERSITY ART GALLERY; it appears in 2 datasets (cra, fed) with 260 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows Roman Catholic Episcopal Corporation of Pembroke (charity) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.89) — LA PAROISSE CATHOLIQUE ROMAINE DE ST-ANNE; LA PAROISSE CATHOLIQUE ROMAINE DE ST-PIERRE; it appears in 2 datasets (cra, fed) with 476 source records. Glassbox surfaces the network; the funder verifies governance overlap.
Why this may be benign · Denominational hierarchies (dioceses, synods, conferences, councils, presbyteries) routinely move funds between the parent body and congregations; structural relatedness here is expected.
The dataset shows THE ROMAN CATHOLIC EPISCOPAL CORPORATION FOR THE DIOCESE OF ALEXANDRIA-CORNWALL, IN ONTARIO, CANADA (charitable_org) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.85) — The Roman Catholic Episcopal Corporation of Ottawa-Cornwall; THE ROMAN CATHOLIC EPISCOPAL CORPORATION OF OTTAWA-CORNWALL; it appears in 2 datasets (cra, fed) with 235 source records. Glassbox surfaces the network; the funder verifies governance overlap.
Why this may be benign · Denominational hierarchies (dioceses, synods, conferences, councils, presbyteries) routinely move funds between the parent body and congregations; structural relatedness here is expected.