Record, CLM, bronze and silver
CLM-420749
Received 2026-07-05T10:15:57Z, line 45,492 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 | Laura | Laura | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Little | Little | Unchanged |
| Date of birth | 2001-07-05 | 2001-07-05 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | •••-••-0687 | •••-••-0687 | Unchanged |
| Phone | 832-477-1227 | 8324771227 | Parsed |
| — | — | Unchanged | |
| Address | 5519 Willow Court | 5519 Willow Ct | Changed |
| City | Chandler | Chandler | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85219 | 85219 | Unchanged |
| Group | GRP-4787 | GRP-4787 | Unchanged |
| Plan | NULL | — | Cleared |
- Quality score
- 0.80
- Name key
- laura|little
- Address key
- 5519|willow|85219
- Canonical first
- laura
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
- 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-59101 | 1.00 | Scored | — | Auto-linked |
| ENR-127278 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-033248
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Laura Little, 2001-07-05, 3 records, Verified
Evidence
Matched against TPA-59101
| 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 automatically04938c9f372026-10-22 12:43:55, scoring_agentidentity id MBR-033248, confidence 1, method probabilistic, matched record TPA-59101, policy version 1
- Record linked automaticallyd6a58b13962026-10-19 19:54:38, scoring_agentidentity id MBR-033248, confidence 1, method probabilistic, matched record TPA-59101, policy version 1
- Record linked automaticallyf5dd173e8c2026-10-19 19:52:09, scoring_agentidentity id MBR-033248, confidence 1, method probabilistic, matched record TPA-59101, policy version 1
- Record linked automaticallycb58b5bb632026-10-19 19:45:42, scoring_agentidentity id MBR-033248, confidence 1, method probabilistic, matched record TPA-59101, policy version 1
- Record linked automaticallyb9a0b338112026-10-19 19:32:31, scoring_agentidentity id MBR-033248, confidence 1, method probabilistic, matched record TPA-59101, policy version 1
- Record linked automatically2eb5caaa722026-10-19 19:31:28, scoring_agentidentity id MBR-026207, confidence 1, method probabilistic, matched record TPA-59044, policy version 1