Record, CLM, bronze and silver
CLM-426078
Received 2026-01-31T08:02:58Z, line 27,794 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 | Changed |
| Middle | — | — | Unchanged |
| Last name | PETERS | Peters | Changed |
| Date of birth | 1984-07-16 | 1984-07-16 | Unchanged |
| Gender | Male | M | Parsed |
| Member ID | — | — | Unchanged |
| SSN | ·· | — | Unchanged |
| Phone | null | — | Cleared |
| lauren.peters@proton.me·· | lauren.peters@proton.me | Changed | |
| Address | 1420 Oak Street | 1420 Oak St | Changed |
| City | Glendale | Glendale | Unchanged |
| State | az | AZ | Changed |
| ZIP | 85392 | 85392 | Unchanged |
| Group | ·· | — | Unchanged |
| Plan | CHOICE-PLUS-PPO | CHOICE-PLUS-PPO | Unchanged |
- Quality score
- 0.64
- Name key
- lauren|peters
- Address key
- 1420|oak|85392
- Canonical first
- lauren
Quality flags
6 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters 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
- State code upper-casedTwo-letter state code upper-cased
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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-61518 | 1.00 | Scored | — | Auto-linked |
| PRV-27681 | 1.00 | Scored | — | Auto-linked |
| PRV-27682 | 1.00 | Scored | — | Auto-linked |
| CLM-426077 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-009118
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Lauren Peters, 1984-07-16, 5 records, Verified
Evidence
Matched against TPA-61518
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| 1.00 | 1.5 | ||
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically3024550fea2026-10-19 19:54:38, scoring_agentidentity id MBR-009118, confidence 1, method probabilistic, matched record TPA-61518, policy version 1
- Record linked automaticallyb94e8a2fa42026-10-19 19:52:09, scoring_agentidentity id MBR-009118, confidence 1, method probabilistic, matched record TPA-61518, policy version 1
- Record linked automatically01925612852026-10-19 19:45:42, scoring_agentidentity id MBR-009118, confidence 1, method probabilistic, matched record TPA-61518, policy version 1
- Record linked automaticallyd059b413d12026-10-19 19:32:31, scoring_agentidentity id MBR-009118, confidence 1, method probabilistic, matched record TPA-61518, policy version 1
- Record linked automatically71da0403c42026-10-19 19:31:28, matching_agentidentity id MBR-006559, confidence 0.96, rule D3 member_id + name, method deterministic, matched record ENR-134464