Record, CLM, bronze and silver
CLM-417969
Received 2026-09-05T00:22:40Z, line 84,650 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 | Frances | Frances | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Hanson·· | Hanson | Changed |
| Date of birth | May 10, 1989 | 1989-05-10 | Parsed |
| Gender | — | — | Unchanged |
| Member ID | UHC4552179·· | UHC-45521-79 | Parsed |
| SSN | - | — | Cleared |
| Phone | 870.357.6409 | 8703576409 | Parsed |
| frances.hanson@aol.com | frances.hanson@aol.com | Unchanged | |
| Address | 6548 Willow Ct | 6548 Willow Ct | Unchanged |
| City | Phoenix | Phoenix | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85041 | 85041 | Unchanged |
| Group | GRP-1116 | GRP-1116 | Unchanged |
| Plan | CHOICE-PLUS-PPO | CHOICE-PLUS-PPO | Unchanged |
- Quality score
- 0.90
- Name key
- frances|hanson
- Address key
- 6548|willow|85041
- Canonical first
- frances
Quality flags
5 raised during normalisation
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- Member ID reformattedMember ID re-hyphenated and upper-cased to the UHC-#####-## pattern
- 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 |
|---|---|---|---|---|
| PRV-25336 | 1.00 | Scored | — | Auto-linked |
| CLM-417968 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-123646 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-417970 | 0.96 | Rule | D3 member id + name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-019497
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Frances Hanson, 1989-05-10, 5 records, Verified
Evidence
Matched against PRV-25336
| 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 automaticallyda6d6a384b2026-10-19 19:54:38, scoring_agentidentity id MBR-019497, confidence 1, method probabilistic, matched record PRV-25336, policy version 1
- Record linked automatically4f1915c85c2026-10-19 19:52:09, scoring_agentidentity id MBR-019497, confidence 1, method probabilistic, matched record PRV-25336, policy version 1
- Record linked automatically6b83c19e6e2026-10-19 19:45:42, scoring_agentidentity id MBR-019497, confidence 1, method probabilistic, matched record PRV-25336, policy version 1
- Record linked automatically01a2ae72542026-10-19 19:32:31, scoring_agentidentity id MBR-019497, confidence 1, method probabilistic, matched record PRV-25336, policy version 1
- Record linked automatically3086b4253e2026-10-19 19:31:28, matching_agentidentity id MBR-003260, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record TPA-57857