Record, CLM, bronze and silver
CLM-405777
Received 2026-08-21T04:29:16Z, line 41,540 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 | Lauren | Lauren | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Little | Little | Unchanged |
| Date of birth | 1958-04-28 | 1958-04-28 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | — | — | Unchanged |
| Phone | 14886152124 | 4886152124 | Parsed |
| — | — | Unchanged | |
| Address | ·3382 FOREST AVE | 3382 Forest Ave | Changed |
| City | Minneapolis | Minneapolis | Unchanged |
| State | ·MN | MN | Changed |
| ZIP | 55411 | 55411 | Unchanged |
| Group | — | — | Unchanged |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.80
- Name key
- lauren|little
- Address key
- 3382|forest|55411
- Canonical first
- lauren
Quality flags
4 raised during normalisation
- 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
- Whitespace trimmedLeading or trailing whitespace removed from one or more fields
Candidate pairs
Every scored comparison involving this record, highest score first
| Other record | Score | Method | Rule | Decision |
|---|---|---|---|---|
| CLM-405776 | 1.00 | Scored | — | Auto-linked |
| ENR-107596 | 0.75 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-042116
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Lauren Little, 1958-04-28, 2 records, Verified
Evidence
Matched against CLM-405776
| 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
6 hash-chained entries for this record
- Record linked automatically9625789ec52026-10-22 12:43:55, scoring_agentidentity id MBR-042116, confidence 1, method probabilistic, matched record CLM-405776, policy version 1
- Record linked automatically24cf60090c2026-10-19 19:54:39, scoring_agentidentity id MBR-042116, confidence 1, method probabilistic, matched record CLM-405776, policy version 1
- Record linked automatically91dec890ac2026-10-19 19:52:09, scoring_agentidentity id MBR-042116, confidence 1, method probabilistic, matched record CLM-405776, policy version 1
- Record linked automatically66ec8db7932026-10-19 19:45:42, scoring_agentidentity id MBR-042116, confidence 1, method probabilistic, matched record CLM-405776, policy version 1
- Record linked automatically6d0d00c1fa2026-10-19 19:32:31, scoring_agentidentity id MBR-042116, confidence 1, method probabilistic, matched record CLM-405776, policy version 1
- Record linked automatically633f401a922026-10-19 19:31:28, matching_agentidentity id MBR-019223, confidence 0.96, rule D3 member_id + name, method deterministic, matched record ENR-107562