Record, CLM, bronze and silver
CLM-400301
Received 2026-01-02T21:50:40Z, line 22,677 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 S. | Lauren | Changed |
| Middle | — | S | Changed |
| Last name | DAVIS | Davis | Changed |
| Date of birth | 1997-11-20 | 1997-11-20 | Unchanged |
| Gender | — | — | Unchanged |
| Member ID | UNKNOWN | — | Cleared |
| SSN | •••-••-0544 | •••-••-0544 | Unchanged |
| Phone | +1 534 302 8354 | 5343028354 | Parsed |
| N/A | — | Cleared | |
| Address | 4206 BASELINE RD | 4206 Baseline Rd | Changed |
| City | SCOTTSDALE | Scottsdale | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | 85264 | 85264 | Unchanged |
| Group | — | — | Unchanged |
| Plan | NULL | — | Cleared |
- Quality score
- 0.62
- Name key
- lauren|davis
- Address key
- 4206|baseline|85264
- Canonical first
- lauren
Quality flags
7 raised during normalisation
- Middle initial moved out of first nameA single middle initial was embedded in the first-name field and moved to middle name
- 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
- City re-casedCity re-cased to Title Case
- 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-50126 | 1.00 | Scored | — | Auto-linked |
| CLM-400302 | 1.00 | Scored | — | Auto-linked |
| ENR-100428 | 0.86 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-000611
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Lauren Davis, 1997-11-20, 4 records, Verified
Evidence
Matched against TPA-50126
| 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 automatically37c1ad41142026-10-19 19:54:38, scoring_agentidentity id MBR-000611, confidence 1, method probabilistic, matched record TPA-50126, policy version 1
- Record linked automatically907185cc032026-10-19 19:52:08, scoring_agentidentity id MBR-000611, confidence 1, method probabilistic, matched record TPA-50126, policy version 1
- Record linked automatically69df6d25f72026-10-19 19:45:41, scoring_agentidentity id MBR-000611, confidence 1, method probabilistic, matched record TPA-50126, policy version 1
- Record linked automatically12d40157692026-10-19 19:32:31, scoring_agentidentity id MBR-000611, confidence 1, method probabilistic, matched record TPA-50126, policy version 1
- Record linked automatically34911b956b2026-10-19 19:31:28, scoring_agentidentity id MBR-011542, confidence 0.994, method probabilistic, matched record CLM-400300, policy version 1