Record, CLM, bronze and silver
CLM-414333
Received 2026-07-23T01:26:21Z, line 78,557 of the CLM feed
CLMScored
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | MARIAANA | Mariaana | Changed |
| Middle | — | — | Unchanged |
| Last name | PARKER | Parker | Changed |
| Date of birth | Nov 14, 2008 | 2008-11-14 | Parsed |
| Gender | Female | F | Parsed |
| Member ID | ·· | — | Unchanged |
| SSN | N/A | — | Cleared |
| Phone | N/A·· | — | Cleared |
| NULL | — | Cleared | |
| Address | 9046 Church St | 9046 Church St | Unchanged |
| City | GILBERT | Gilbert | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | 85224 | 85224 | Unchanged |
| Group | GRP-8629 | GRP-8629 | Unchanged |
| Plan | N/A | — | Cleared |
- Quality score
- 0.76
- Name key
- mariaana|parker
- Address key
- 9046|church|85224
- Canonical first
- mariaana
Quality flags
6 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- City re-casedCity re-cased to Title Case
- Gender normalisedGender mapped to F or M from a longer or variant value
- Whitespace trimmedLeading or trailing whitespace removed from one or more fields
- Placeholder values clearedPlaceholder tokens such as NULL, N/A, UNKNOWN or "-" treated as empty
Candidate pairs
Every scored comparison involving this record, highest score first
| Other record | Score | Method | Rule | Decision |
|---|---|---|---|---|
| TPA-56329 | 0.99 | Scored | — | Auto-linked |
| CLM-414334 | 0.99 | Scored | — | Auto-linked |
| ENR-118864 | 0.99 | Scored | — | Auto-linked |
| CLM-414335 | 0.99 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-027522
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Mariana Parker, 2008-11-14, 5 records, Verified
Evidence
Matched against CLM-414334
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.98 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically7f906cbbd62026-10-19 19:54:38, scoring_agentidentity id MBR-027522, confidence 0.992, method probabilistic, matched record CLM-414334, policy version 1
- Record linked automatically35cc1fdc1e2026-10-19 19:52:09, scoring_agentidentity id MBR-027522, confidence 0.992, method probabilistic, matched record CLM-414334, policy version 1
- Record linked automatically5fa02200562026-10-19 19:45:42, scoring_agentidentity id MBR-027522, confidence 0.992, method probabilistic, matched record CLM-414334, policy version 1
- Record linked automatically55aa865ea22026-10-19 19:32:31, scoring_agentidentity id MBR-027522, confidence 0.992, method probabilistic, matched record CLM-414334, policy version 1
- Record linked automatically041135b5592026-10-19 19:31:28, scoring_agentidentity id MBR-038332, confidence 0.994, method probabilistic, matched record TPA-56220, policy version 1