Record, CLM, bronze and silver
CLM-428096
Received 2026-02-03T15:31:29Z, line 46,868 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 | melissa | Melissa | Changed |
| Middle | — | — | Unchanged |
| Last name | ·hawkins | Hawkins | Changed |
| Date of birth | 1975-06-26 | 1975-06-26 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | UHC8763887 | UHC-87638-87 | Parsed |
| SSN | •••-••-4319 | •••-••-4319 | Unchanged |
| Phone | UNKNOWN | — | Cleared |
| NULL | — | Cleared | |
| Address | 9255 HARBOR BOULEVARD | 9255 Harbor Blvd | Changed |
| City | Chandler | Chandler | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85225 | 85225 | Unchanged |
| Group | GRP-1691 | GRP-1691 | Unchanged |
| Plan | NULL | — | Cleared |
- Quality score
- 0.76
- Name key
- melissa|hawkins
- Address key
- 9255|harbor|85225
- Canonical first
- melissa
Quality flags
6 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Member ID reformattedMember ID re-hyphenated and upper-cased to the UHC-#####-## pattern
- 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
- 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 |
|---|---|---|---|---|
| CLM-428094 | 1.00 | Scored | — | Auto-linked |
| ENR-136835 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-428097 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-428095 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| PRV-28236 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-010095
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Melissa Hawkins, 1975-06-26, 6 records, Verified
Evidence
Matched against CLM-428094
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically344dc82ba82026-10-19 19:54:38, scoring_agentidentity id MBR-010095, confidence 1, method probabilistic, matched record CLM-428094, policy version 1
- Record linked automatically37aabc41e12026-10-19 19:52:09, scoring_agentidentity id MBR-010095, confidence 1, method probabilistic, matched record CLM-428094, policy version 1
- Record linked automatically7a30372e392026-10-19 19:45:42, scoring_agentidentity id MBR-010095, confidence 1, method probabilistic, matched record CLM-428094, policy version 1
- Record linked automaticallyc4f6ddd4cc2026-10-19 19:32:31, scoring_agentidentity id MBR-010095, confidence 1, method probabilistic, matched record CLM-428094, policy version 1
- Record linked automatically734641fdc82026-10-19 19:31:28, scoring_agentidentity id MBR-004804, confidence 1, method probabilistic, matched record TPA-62355, policy version 1