Record, CLM, bronze and silver
CLM-430554
Received 2026-07-07T18:04:11Z, line 92,207 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 | KATHLEEN P. | Kathleen | Changed |
| Middle | — | P | Changed |
| Last name | SPENCER | Spencer | Changed |
| Date of birth | 1986-11-25 | 1986-11-25 | Unchanged |
| Gender | ·Female | F | Parsed |
| Member ID | UHC-15103-98 | UHC-15103-98 | Unchanged |
| SSN | — | — | Unchanged |
| Phone | N/A | — | Cleared |
| N/A | — | Cleared | |
| Address | 8175 Broadway | 8175 Broadway | Unchanged |
| City | Charlotte | Charlotte | Unchanged |
| State | North Carolina | NC | Changed |
| ZIP | ·28201 | 28201 | Changed |
| Group | GRP-0480 | GRP-0480 | Unchanged |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.52
- Name key
- kathleen|spencer
- Address key
- 8175|broadway|28201
- Canonical first
- kathleen
Quality flags
6 raised during normalisation
- Middle initial moved out of first nameA single middle initial was embedded in the first-name field and moved to middle name
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- State name converted to codeFull state name replaced by its two-letter USPS code
- 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-63492 | 1.00 | Scored | — | Auto-linked |
| ENR-140117 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-030082
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Kathleen Spencer, 1986-11-25, 3 records, Verified
Evidence
Matched against TPA-63492
| 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 automatically7d2837fbfe2026-10-19 19:54:38, scoring_agentidentity id MBR-030082, confidence 1, method probabilistic, matched record TPA-63492, policy version 1
- Record linked automatically5b039af5f32026-10-19 19:52:09, scoring_agentidentity id MBR-030082, confidence 1, method probabilistic, matched record TPA-63492, policy version 1
- Record linked automaticallyc8c110a0c92026-10-19 19:45:42, scoring_agentidentity id MBR-030082, confidence 1, method probabilistic, matched record TPA-63492, policy version 1
- Record linked automaticallye219c2e00f2026-10-19 19:32:31, scoring_agentidentity id MBR-030082, confidence 1, method probabilistic, matched record TPA-63492, policy version 1
- Record linked automatically7cced73d3f2026-10-19 19:31:28, matching_agentidentity id MBR-042886, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-140316