Record, CLM, bronze and silver
CLM-428496
Received 2026-08-03T10:28:45Z, line 74,060 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 | ·Priya | Priya | Changed |
| Middle | G. | G | Changed |
| Last name | Shaw | Shaw | Unchanged |
| Date of birth | 04/20/1955 | 1955-04-20 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | UNKNOWN | — | Cleared |
| SSN | null | — | Cleared |
| Phone | 840-422-0769 | 8404220769 | Parsed |
| N/A | — | Cleared | |
| Address | 2837 Sage Court | 2837 Sage Ct | Changed |
| City | Miami | Miami | Unchanged |
| State | FL | FL | Unchanged |
| ZIP | 33173 | 33173 | Unchanged |
| Group | - | — | Cleared |
| Plan | options-ppo | OPTIONS-PPO | Changed |
- Quality score
- 0.74
- Name key
- priya|shaw
- Address key
- 2837|sage|33173
- Canonical first
- priya
Quality flags
7 raised during normalisation
- 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
- Street suffix standardisedStreet suffix standardised to USPS abbreviation (Street to St, Avenue to Ave, and so on)
- Address re-casedStreet line re-cased and punctuation removed
- Plan code upper-casedPlan code upper-cased
- 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 |
|---|---|---|---|---|
| ENR-137374 | 1.00 | Scored | — | Auto-linked |
| CLM-428495 | 0.98 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-011434
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Priya Shaw, 1955-04-20, 3 records, Verified
Evidence
Matched against ENR-137374
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automaticallyabd2913f3b2026-10-19 19:54:38, scoring_agentidentity id MBR-011434, confidence 1, method probabilistic, matched record ENR-137374, policy version 1
- Record linked automatically7f509a01e72026-10-19 19:52:09, scoring_agentidentity id MBR-011434, confidence 1, method probabilistic, matched record ENR-137374, policy version 1
- Record linked automatically1e8f64e9a12026-10-19 19:45:42, scoring_agentidentity id MBR-011434, confidence 1, method probabilistic, matched record ENR-137374, policy version 1
- Record linked automatically1bf4a91cf02026-10-19 19:32:31, scoring_agentidentity id MBR-011434, confidence 1, method probabilistic, matched record ENR-137374, policy version 1
- Record linked automaticallyc9d24d15742026-10-19 19:31:28, scoring_agentidentity id MBR-022169, confidence 1, method probabilistic, matched record CLM-428497, policy version 1