Record, CLM, bronze and silver
CLM-402946
Received 2026-04-23T02:36:34Z, line 64,009 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 | Changed |
| Middle | — | — | Unchanged |
| Last name | BAILEY | Bailey | Changed |
| Date of birth | 9/28/1996 | 1996-09-28 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC-91801-04 | UHC-91801-04 | Unchanged |
| SSN | NULL | — | Cleared |
| Phone | N/A | — | Cleared |
| UNKNOWN | — | Cleared | |
| Address | ·8364 Park Place | 8364 Park Pl | Changed |
| City | Nashville | Nashville | Unchanged |
| State | Tennessee·· | TN | Changed |
| ZIP | 37226 | 37226 | Unchanged |
| Group | GRP-6289 | GRP-6289 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.62
- Name key
- frances|bailey
- Address key
- 8364|park|37226
- Canonical first
- frances
Quality flags
7 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)
- 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 name converted to codeFull state name replaced by its two-letter USPS code
- 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-402945 | 1.00 | Scored | — | Auto-linked |
| ENR-103813 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-027271
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Frances Bailey, 1996-09-28, 3 records, Verified
Evidence
Matched against CLM-402945
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically0c671e8b8d2026-10-22 12:43:54, scoring_agentidentity id MBR-027271, confidence 1, method probabilistic, matched record CLM-402945, policy version 1
- Record linked automatically933b81d63c2026-10-19 19:54:38, scoring_agentidentity id MBR-027271, confidence 1, method probabilistic, matched record CLM-402945, policy version 1
- Record linked automatically4c3346e5192026-10-19 19:52:09, scoring_agentidentity id MBR-027271, confidence 1, method probabilistic, matched record CLM-402945, policy version 1
- Record linked automatically1a008ab54c2026-10-19 19:45:42, scoring_agentidentity id MBR-027271, confidence 1, method probabilistic, matched record CLM-402945, policy version 1
- Record linked automatically5551b38b522026-10-19 19:32:31, scoring_agentidentity id MBR-027271, confidence 1, method probabilistic, matched record CLM-402945, policy version 1
- Record linked automatically25b7a45e752026-10-19 19:31:28, scoring_agentidentity id MBR-006339, confidence 1, method probabilistic, matched record CLM-402947, policy version 1