Record, CLM, bronze and silver
CLM-421829
Received 2026-01-29T01:58:34Z, line 75,991 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 | samantha | Samantha | Changed |
| Middle | — | — | Unchanged |
| Last name | west | West | Changed |
| Date of birth | 19871113 | 1987-11-13 | Parsed |
| Gender | Female | F | Parsed |
| Member ID | - | — | Cleared |
| SSN | - | — | Cleared |
| Phone | +1 984 952 8150 | 9849528150 | Parsed |
| N/A | — | Cleared | |
| Address | 3597 Elm Street | 3597 Elm St | Changed |
| City | ·Las Vegas | Las Vegas | Changed |
| State | NV·· | NV | Changed |
| ZIP | - | — | Cleared |
| Group | UNKNOWN | — | Cleared |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.46
- Name key
- samantha|west
- Address key
- 3597|elm|las vegas
- Canonical first
- samantha
Quality flags
9 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
- 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
- ZIP missingStreet address present but no ZIP supplied
- 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-59587 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-008532
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Samantha West, 1987-11-13, 2 records, Verified
Evidence
Matched against TPA-59587
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 |
Audit
5 hash-chained entries for this record
- Record linked automaticallyd80fa7ea032026-10-19 19:54:38, scoring_agentidentity id MBR-008532, confidence 1, method probabilistic, matched record TPA-59587, policy version 1
- Record linked automaticallybb18d3c3cf2026-10-19 19:52:09, scoring_agentidentity id MBR-008532, confidence 1, method probabilistic, matched record TPA-59587, policy version 1
- Record linked automaticallyb40dbdac922026-10-19 19:45:42, scoring_agentidentity id MBR-008532, confidence 1, method probabilistic, matched record TPA-59587, policy version 1
- Record linked automaticallyf5a058decc2026-10-19 19:32:31, scoring_agentidentity id MBR-008532, confidence 1, method probabilistic, matched record TPA-59587, policy version 1
- Record linked automatically6eb0b531a02026-10-19 19:31:28, matching_agentidentity id MBR-035480, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-421830