Record, CLM, bronze and silver
CLM-422934
Received 2026-05-23T09:33:36Z, line 67,074 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 | SARA | Sara | Changed |
| Middle | — | — | Unchanged |
| Last name | ARMSTRONG·· | Armstrong | Changed |
| Date of birth | 1976-09-17 | 1976-09-17 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | N/A | — | Cleared |
| Phone | (409) 924-1708 | 4099241708 | Parsed |
| SARA.ARMSTRONG48@ICLOUD.COM | sara.armstrong48@icloud.com | Changed | |
| Address | 9391 MARKET STREET | 9391 Market St | Changed |
| City | Dallas | Dallas | Unchanged |
| State | TX | TX | Unchanged |
| ZIP | 75298 | 75298 | Unchanged |
| Group | GRP-0466 | GRP-0466 | Unchanged |
| Plan | SELECT-EPO | SELECT-EPO | Unchanged |
- Quality score
- 0.74
- Name key
- sara|armstrong
- Address key
- 9391|market|75298
- Canonical first
- sara
Quality flags
7 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- 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
- Email lower-casedEmail lower-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 |
|---|---|---|---|---|
| CLM-422935 | 0.99 | Scored | — | Auto-linked |
| ENR-130005 | 0.93 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-031963
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Sara Armstrong, 1976-09-17, 3 records, Verified
Evidence
Matched against CLM-422935
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.97 | 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 automatically14441a83ac2026-10-19 19:54:38, scoring_agentidentity id MBR-031963, confidence 0.989, method probabilistic, matched record CLM-422935, policy version 1
- Record linked automatically93fa430cf52026-10-19 19:52:09, scoring_agentidentity id MBR-031963, confidence 0.989, method probabilistic, matched record CLM-422935, policy version 1
- Record linked automatically07f5d60a5c2026-10-19 19:45:42, scoring_agentidentity id MBR-031963, confidence 0.989, method probabilistic, matched record CLM-422935, policy version 1
- Record linked automaticallyab29cbcd542026-10-19 19:32:31, scoring_agentidentity id MBR-031963, confidence 0.989, method probabilistic, matched record CLM-422935, policy version 1
- Record linked automaticallyba037f5ad82026-10-19 19:31:28, matching_agentidentity id MBR-017297, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-422935