Record, CLM, bronze and silver
CLM-424241
Received 2026-01-21T09:32:09Z, line 27,414 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 | ·RANDY | Randy | Changed |
| Middle | — | — | Unchanged |
| Last name | HALL | Hall | Changed |
| Date of birth | 27-01-1982·· | 1982-01-27 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | ·UHC-34342-11 | UHC-34342-11 | Parsed |
| SSN | •••-••-6543 | •••-••-6543 | Unchanged |
| Phone | 3269836537 | 3269836537 | Unchanged |
| N/A | — | Cleared | |
| Address | 8707 Valley View Dr | 8707 Valley View Dr | Unchanged |
| City | PHOENIX | Phoenix | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | 85004 | 85004 | Unchanged |
| Group | — | — | Unchanged |
| Plan | choice-plus-ppo | CHOICE-PLUS-PPO | Changed |
- Quality score
- 0.88
- Name key
- randy|hall
- Address key
- 8707|valley view|85004
- Canonical first
- randy
Quality flags
6 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- City re-casedCity re-cased to Title Case
- Plan code upper-casedPlan code upper-cased
- 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-60682 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-006354
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Randy Hall, 1982-01-27, 2 records, Verified
Evidence
Matched against TPA-60682
| 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 automatically4e05493b1a2026-10-22 12:43:53, scoring_agentidentity id MBR-006354, confidence 1, method probabilistic, matched record TPA-60682, policy version 1
- Record linked automatically158414b9312026-10-19 19:54:38, scoring_agentidentity id MBR-006354, confidence 1, method probabilistic, matched record TPA-60682, policy version 1
- Record linked automaticallyc8eac4bc752026-10-19 19:52:09, scoring_agentidentity id MBR-006354, confidence 1, method probabilistic, matched record TPA-60682, policy version 1
- Record linked automatically79408eba982026-10-19 19:45:42, scoring_agentidentity id MBR-006354, confidence 1, method probabilistic, matched record TPA-60682, policy version 1
- Record linked automatically9e3b0b24872026-10-19 19:32:31, scoring_agentidentity id MBR-006354, confidence 1, method probabilistic, matched record TPA-60682, policy version 1
- Record linked automaticallye75e6086d82026-10-19 19:31:28, matching_agentidentity id MBR-035960, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-131891