Record, CLM, bronze and silver
CLM-431720
Received 2026-07-05T17:11:14Z, line 69,707 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 | MARI | Mari | Changed |
| Middle | — | — | Unchanged |
| Last name | ARMSTRONG | Armstrong | Changed |
| Date of birth | 12/24/55 | 1955-12-24 | Parsed |
| Gender | — | — | Unchanged |
| Member ID | NULL | — | Cleared |
| SSN | null | — | Cleared |
| Phone | 612-942-2657 | 6129422657 | Parsed |
| N/A | — | Cleared | |
| Address | 9894 OCEAN AVENUE #688 | 9894 Ocean Ave # 688 | Changed |
| City | JACKSONVILLE | Jacksonville | Changed |
| State | FL | FL | Unchanged |
| ZIP | — | — | Unchanged |
| Group | GRP-9533 | GRP-9533 | Unchanged |
| Plan | null | — | Cleared |
- Quality score
- 0.34
- Name key
- maria|armstrong
- Address key
- 9894|ocean|jacksonville
- Canonical first
- maria
Quality flags
9 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Two-digit birth yearDate of birth carried a two-digit year; century inferred by pivot
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- Unit split from streetApartment, suite or unit designator split from street line and re-appended in standard form
- 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
- City re-casedCity re-cased to Title Case
- ZIP missingStreet address present but no ZIP supplied
- 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-431719 | 1.00 | Scored | — | Auto-linked |
| ENR-141617 | 0.93 | Scored | — | Auto-linked |
| CLM-431718 | 0.93 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-007493
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Maria Armstrong, 1955-12-24, 4 records, Verified
Evidence
Matched against CLM-431719
| 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 automatically52a2d682802026-10-19 19:54:38, scoring_agentidentity id MBR-007493, confidence 1, method probabilistic, matched record CLM-431719, policy version 1
- Record linked automatically99fd097af12026-10-19 19:52:09, scoring_agentidentity id MBR-007493, confidence 1, method probabilistic, matched record CLM-431719, policy version 1
- Record linked automatically1075f6f97f2026-10-19 19:45:42, scoring_agentidentity id MBR-007493, confidence 1, method probabilistic, matched record CLM-431719, policy version 1
- Record linked automatically0bc76bb5bf2026-10-19 19:32:31, scoring_agentidentity id MBR-007493, confidence 1, method probabilistic, matched record CLM-431719, policy version 1
- Record linked automatically359e480f922026-10-19 19:31:28, matching_agentidentity id MBR-016679, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-431718