Record, CLM, bronze and silver
CLM-406825
Received 2026-03-17T19:32:13Z, line 59,885 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 | Kelly, Grace | Grace | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Kelly | Changed |
| Date of birth | 04-06-1992 | 1992-06-04 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC-21222-79 | UHC-21222-79 | Unchanged |
| SSN | •••-••-2246 | •••-••-2246 | Unchanged |
| Phone | null·· | — | Cleared |
| ···· | — | Unchanged | |
| Address | 5725 Maple Avenue | 5725 Maple Ave | Changed |
| City | SAN DIEGO | San Diego | Changed |
| State | CA | CA | Unchanged |
| ZIP | 92122 | 92122 | Unchanged |
| Group | GRP-2745 | GRP-2745 | Unchanged |
| Plan | OPTIONS-PPO | OPTIONS-PPO | Unchanged |
- Quality score
- 0.62
- Name key
- grace|kelly
- Address key
- 5725|maple|92122
- Canonical first
- grace
Quality flags
7 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- 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
- City re-casedCity re-cased to Title Case
- 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-52997 | 1.00 | Scored | — | Auto-linked |
| ENR-108917 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-019431
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Grace Kelly, 1992-06-04, 3 records, Verified
Evidence
Matched against TPA-52997
| 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 automaticallyec8a6aa3b02026-10-19 19:54:38, scoring_agentidentity id MBR-019431, confidence 1, method probabilistic, matched record TPA-52997, policy version 1
- Record linked automatically0bb874789f2026-10-19 19:52:09, scoring_agentidentity id MBR-019431, confidence 1, method probabilistic, matched record TPA-52997, policy version 1
- Record linked automatically6d56cd64142026-10-19 19:45:42, scoring_agentidentity id MBR-019431, confidence 1, method probabilistic, matched record TPA-52997, policy version 1
- Record linked automaticallyb758503ccd2026-10-19 19:32:31, scoring_agentidentity id MBR-019431, confidence 1, method probabilistic, matched record TPA-52997, policy version 1
- Record linked automaticallye6fc4f12402026-10-19 19:31:28, matching_agentidentity id MBR-005464, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-108970