Record, CLM, bronze and silver
CLM-423558
Received 2026-09-29T03:53:58Z, line 72,307 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 | ·David | David | Changed |
| Middle | — | — | Unchanged |
| Last name | Brooks | Brooks | Unchanged |
| Date of birth | 06-05-1939 | 1939-05-06 | Parsed |
| Gender | Male | M | Parsed |
| Member ID | UHC-87270-42 | UHC-87270-42 | Unchanged |
| SSN | null | — | Cleared |
| Phone | N/A | — | Cleared |
| - | — | Cleared | |
| Address | 5972 Jefferson Avenue | 5972 Jefferson Ave | Changed |
| City | Jacksonville | Jacksonville | Unchanged |
| State | FL | FL | Unchanged |
| ZIP | 32262 | 32262 | Unchanged |
| Group | null | — | Cleared |
| Plan | CHOICE-PLUS-PPO | CHOICE-PLUS-PPO | Unchanged |
- Quality score
- 0.64
- Name key
- david|brooks
- Address key
- 5972|jefferson|32262
- Canonical first
- david
Quality flags
6 raised during normalisation
- 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
- 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 |
|---|---|---|---|---|
| CLM-423559 | 1.00 | Scored | — | Auto-linked |
| TPA-60367 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-029412
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: David Brooks, 1939-05-06, 3 records, Verified
Evidence
Matched against CLM-423559
| 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 automaticallyca4a72852a2026-10-19 19:54:38, scoring_agentidentity id MBR-029412, confidence 1, method probabilistic, matched record CLM-423559, policy version 1
- Record linked automatically52a01320032026-10-19 19:52:09, scoring_agentidentity id MBR-029412, confidence 1, method probabilistic, matched record CLM-423559, policy version 1
- Record linked automaticallyf666babf412026-10-19 19:45:42, scoring_agentidentity id MBR-029412, confidence 1, method probabilistic, matched record CLM-423559, policy version 1
- Record linked automatically34260505362026-10-19 19:32:31, scoring_agentidentity id MBR-029412, confidence 1, method probabilistic, matched record CLM-423559, policy version 1
- Record linked automatically5a3a0a1b812026-10-19 19:31:28, scoring_agentidentity id MBR-020122, confidence 1, method probabilistic, matched record ENR-131016, policy version 1