Record, CLM, bronze and silver
CLM-407908
Received 2026-02-03T23:14:34Z, line 97,357 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 | ·MICHELLE | Michelle | Changed |
| Middle | ·· | — | Unchanged |
| Last name | LEE | Lee | Changed |
| Date of birth | 02/03/52 | 1952-02-03 | Parsed |
| Gender | Female | F | Parsed |
| Member ID | UHC-44850-78·· | UHC-44850-78 | Parsed |
| SSN | •••-••-8611 | •••-••-8611 | Unchanged |
| Phone | 12468883201 | 2468883201 | Parsed |
| - | — | Cleared | |
| Address | 88 HIGHLAND AVE | 88 Highland Ave | Changed |
| City | Charlotte | Charlotte | Unchanged |
| State | NC | NC | Unchanged |
| ZIP | 28211 | 28211 | Unchanged |
| Group | — | — | Unchanged |
| Plan | CHOICE-PLUS-PPO | CHOICE-PLUS-PPO | Unchanged |
- Quality score
- 0.48
- Name key
- michelle|lee
- Address key
- 88|highland|28211
- Canonical first
- michelle
Quality flags
8 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Two-digit birth yearDate of birth carried a two-digit year; century inferred by pivot
- 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 |
|---|---|---|---|---|
| TPA-53486 | 1.00 | Scored | — | Auto-linked |
| CLM-407909 | 1.00 | Scored | — | Auto-linked |
| TPA-53485 | 1.00 | Scored | — | Auto-linked |
| ENR-110427 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| PRV-22341 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-010206
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Michelle Lee, 1952-02-03, 6 records, Verified
Evidence
Matched against TPA-53486
| 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
5 hash-chained entries for this record
- Record linked automaticallyfdf0b2d0b32026-10-19 19:54:38, scoring_agentidentity id MBR-010206, confidence 1, method probabilistic, matched record TPA-53486, policy version 1
- Record linked automatically477936d5572026-10-19 19:52:09, scoring_agentidentity id MBR-010206, confidence 1, method probabilistic, matched record TPA-53486, policy version 1
- Record linked automatically87e0ff4a472026-10-19 19:45:42, scoring_agentidentity id MBR-010206, confidence 1, method probabilistic, matched record TPA-53486, policy version 1
- Record linked automatically56f35146052026-10-19 19:32:31, scoring_agentidentity id MBR-010206, confidence 1, method probabilistic, matched record TPA-53486, policy version 1
- Record linked automatically82ea80815d2026-10-19 19:31:28, scoring_agentidentity id MBR-007424, confidence 0.994, method probabilistic, matched record TPA-53463, policy version 1