Record, CLM, bronze and silver
CLM-431505
Received 2026-07-21T11:35:00Z, line 9,227 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 | CHRIS | Chris | Changed |
| Middle | K. | K | Changed |
| Last name | RICHARDS | Richards | Changed |
| Date of birth | ·12/12/1960 | 1960-12-12 | Parsed |
| Gender | Male | M | Parsed |
| Member ID | - | — | Cleared |
| SSN | •••-••-3311 | •••-••-3311 | Unchanged |
| Phone | 845-452-8539 | 8454528539 | Parsed |
| UNKNOWN | — | Cleared | |
| Address | — | — | Unchanged |
| City | UNKNOWN | — | Cleared |
| State | UNKNOWN | — | Cleared |
| ZIP | — | — | Unchanged |
| Group | GRP-2541 | GRP-2541 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.76
- Name key
- christine|richards
- Address key
- —
- Canonical first
- christine
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)
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- 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 |
|---|---|---|---|---|
| PRV-29219 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-039149
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Chris Richards, 1960-12-12, 2 records, Verified
Evidence
Matched against PRV-29219
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 |
Audit
6 hash-chained entries for this record
- Record linked automatically53740421f22026-10-22 12:43:55, scoring_agentidentity id MBR-039149, confidence 1, method probabilistic, matched record PRV-29219, policy version 1
- Record linked automatically3d071e14602026-10-19 19:54:39, scoring_agentidentity id MBR-039149, confidence 1, method probabilistic, matched record PRV-29219, policy version 1
- Record linked automatically7234bcd2ba2026-10-19 19:52:09, scoring_agentidentity id MBR-039149, confidence 1, method probabilistic, matched record PRV-29219, policy version 1
- Record linked automatically18ea29916f2026-10-19 19:45:42, scoring_agentidentity id MBR-039149, confidence 1, method probabilistic, matched record PRV-29219, policy version 1
- Record linked automatically07dd1e2e522026-10-19 19:32:31, scoring_agentidentity id MBR-039149, confidence 1, method probabilistic, matched record PRV-29219, policy version 1
- Record linked automatically6dff165a332026-10-19 19:31:28, scoring_agentidentity id MBR-040499, confidence 0.994, method probabilistic, matched record TPA-63814, policy version 1