Record, CLM, bronze and silver
CLM-402794
Received 2026-07-02T08:06:05Z, line 58,816 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 | jack | Jack | Changed |
| Middle | — | — | Unchanged |
| Last name | reed | Reed | Changed |
| Date of birth | 04/03/1963 | 1963-04-03 | Parsed |
| Gender | Male | M | Parsed |
| Member ID | UHC-42013-97 | UHC-42013-97 | Unchanged |
| SSN | — | — | Unchanged |
| Phone | (743) 711-0930 | 7437110930 | Parsed |
| - | — | Cleared | |
| Address | 9195 River Rd·· | 9195 River Rd | Changed |
| City | Charlotte | Charlotte | Unchanged |
| State | NC·· | NC | Changed |
| ZIP | 28255 | 28255 | Unchanged |
| Group | N/A | — | Cleared |
| Plan | CHOICE-PLUS-PPO | CHOICE-PLUS-PPO | Unchanged |
- Quality score
- 0.76
- Name key
- john|reed
- Address key
- 9195|river|28255
- Canonical first
- john
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)
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code 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 |
|---|---|---|---|---|
| TPA-51205 | 1.00 | Scored | — | Auto-linked |
| CLM-402795 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-103599 | 0.96 | Rule | D3 member id + name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-020069
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Jack Reed, 1963-04-03, 4 records, Verified
Evidence
Matched against TPA-51205
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
4 hash-chained entries for this record
- Record linked automaticallyfc26d3ca2f2026-10-19 19:54:38, scoring_agentidentity id MBR-020069, confidence 1, method probabilistic, matched record TPA-51205, policy version 1
- Record linked automatically5e274a7a5c2026-10-19 19:52:09, scoring_agentidentity id MBR-020069, confidence 1, method probabilistic, matched record TPA-51205, policy version 1
- Record linked automatically0007e4b6ea2026-10-19 19:45:42, scoring_agentidentity id MBR-020069, confidence 1, method probabilistic, matched record TPA-51205, policy version 1
- Record linked automatically9dc0e78bc62026-10-19 19:32:31, scoring_agentidentity id MBR-020069, confidence 1, method probabilistic, matched record TPA-51205, policy version 1