Record, CLM, bronze and silver
CLM-411209
Received 2026-02-05T02:53:36Z, line 84,579 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 | Rios, Eric | Eric | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Rios | Changed |
| Date of birth | 1966-11-03 | 1966-11-03 | Unchanged |
| Gender | Female | F | Parsed |
| Member ID | - | — | Cleared |
| SSN | — | — | Unchanged |
| Phone | ·350-283-9364 | 3502839364 | Parsed |
| -·· | — | Cleared | |
| Address | 3440 Willow Court | 3440 Willow Ct | Changed |
| City | Atlanta | Atlanta | Unchanged |
| State | GA | GA | Unchanged |
| ZIP | 30382 | 30382 | Unchanged |
| Group | GRP-2724 | GRP-2724 | Unchanged |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.50
- Name key
- eric|rios
- Address key
- 3440|willow|30382
- Canonical first
- eric
Quality flags
7 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- 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
- 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 |
|---|---|---|---|---|
| ENR-114748 | 0.87 | Scored | — | Auto-linked |
| CLM-411210 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-010518
- Method
- Scored
- Confidence
- 0.87
- Rule
- weighted score, no rule
Golden record: Eric Rios, 1966-11-30, 2 records, Verified
Evidence
Matched against ENR-114748
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 0.60 | 3.0 | transposition |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically51ee22996f2026-10-22 12:43:54, scoring_agentidentity id MBR-010518, confidence 0.874, method probabilistic, matched record ENR-114748, policy version 1
- Record linked automaticallydbe6c3a2e62026-10-19 19:54:38, scoring_agentidentity id MBR-010518, confidence 0.874, method probabilistic, matched record ENR-114748, policy version 1
- Record linked automatically772cd152342026-10-19 19:52:09, scoring_agentidentity id MBR-010518, confidence 0.874, method probabilistic, matched record ENR-114748, policy version 1
- Record linked automaticallyd88833ee602026-10-19 19:45:42, scoring_agentidentity id MBR-010518, confidence 0.874, method probabilistic, matched record ENR-114748, policy version 1
- Record linked automatically972964ba9a2026-10-19 19:32:31, scoring_agentidentity id MBR-010518, confidence 0.874, method probabilistic, matched record ENR-114748, policy version 1
- Record linked automatically1acaa94fec2026-10-19 19:31:28, scoring_agentidentity id MBR-041162, confidence 1, method probabilistic, matched record CLM-411208, policy version 1