Record, CLM, bronze and silver
CLM-431215
Received 2026-04-05T22:22:10Z, line 10,365 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 | Sophia | Sophia | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Daniels | Daniels | Unchanged |
| Date of birth | 5/6/1983 | 1983-05-06 | Parsed |
| Gender | N/A | — | Cleared |
| Member ID | — | — | Unchanged |
| SSN | — | — | Unchanged |
| Phone | UNKNOWN | — | Cleared |
| NULL | — | Cleared | |
| Address | 9788 JEFFERSON AVE | 9788 Jefferson Ave | Changed |
| City | Denver | Denver | Unchanged |
| State | Colorado | CO | Changed |
| ZIP | 80275-6118 | 80275 | Changed |
| Group | GRP-3411 | GRP-3411 | Unchanged |
| Plan | OPTIONS-PPO | OPTIONS-PPO | Unchanged |
- Quality score
- 0.52
- Name key
- sophia|daniels
- Address key
- 9788|jefferson|80275
- Canonical first
- sophia
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
- State name converted to codeFull state name replaced by its two-letter USPS code
- ZIP+4 trimmedZIP+4 trimmed to the five-digit ZIP
- 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-431214 | 1.00 | Scored | — | Auto-linked |
| TPA-63798 | 1.00 | Scored | — | Auto-linked |
| CLM-431213 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-021009
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Sophia Daniels, 1983-05-06, 3 records, Verified
Evidence
Matched against TPA-63798
| 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 automaticallyff31c4e4212026-10-19 19:54:38, scoring_agentidentity id MBR-021009, confidence 1, method probabilistic, matched record TPA-63798, policy version 1
- Record linked automaticallyc5c29253df2026-10-19 19:52:09, scoring_agentidentity id MBR-021009, confidence 1, method probabilistic, matched record TPA-63798, policy version 1
- Record linked automaticallyb295860fbe2026-10-19 19:45:42, scoring_agentidentity id MBR-021009, confidence 1, method probabilistic, matched record TPA-63798, policy version 1
- Record linked automaticallyde3f7e70842026-10-19 19:32:31, scoring_agentidentity id MBR-021009, confidence 1, method probabilistic, matched record TPA-63798, policy version 1
- Record linked automaticallyaf3abea8a92026-10-19 19:31:28, matching_agentidentity id MBR-013033, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-141179