Record, CLM, bronze and silver
CLM-420587
Received 2026-03-23T04:39:50Z, line 81,374 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 | Emma | Emma | Unchanged |
| Middle | ···· | — | Unchanged |
| Last name | Sanders | Sanders | Unchanged |
| Date of birth | 8/6/1948 | 1948-08-06 | Parsed |
| Gender | Male | M | Parsed |
| Member ID | UHC-54455-12 | UHC-54455-12 | Unchanged |
| SSN | - | — | Cleared |
| Phone | — | — | Unchanged |
| N/A | — | Cleared | |
| Address | 6865 Sage Ct | 6865 Sage Ct | Unchanged |
| City | Nashville | Nashville | Unchanged |
| State | TN | TN | Unchanged |
| ZIP | 37297-9977 | 37297 | Changed |
| Group | - | — | Cleared |
| Plan | CHOICE-PLUS-PPO | CHOICE-PLUS-PPO | Unchanged |
- Quality score
- 0.68
- Name key
- emma|sanders
- Address key
- 6865|sage|37297
- Canonical first
- emma
Quality flags
4 raised during normalisation
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- ZIP+4 trimmedZIP+4 trimmed to the five-digit ZIP
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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-420590 | 1.00 | Scored | — | Auto-linked |
| CLM-420589 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-420588 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| TPA-57784 | 0.60 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-021491
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Emma Sanders, 1948-08-06, 4 records, Verified
Evidence
Matched against CLM-420590
| 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 automaticallyf971fa1e7b2026-10-19 19:54:38, scoring_agentidentity id MBR-021491, confidence 1, method probabilistic, matched record CLM-420590, policy version 1
- Record linked automatically1a982f6e8c2026-10-19 19:52:09, scoring_agentidentity id MBR-021491, confidence 1, method probabilistic, matched record CLM-420590, policy version 1
- Record linked automatically41ca7c67ed2026-10-19 19:45:42, scoring_agentidentity id MBR-021491, confidence 1, method probabilistic, matched record CLM-420590, policy version 1
- Record linked automatically64c55c83552026-10-19 19:32:31, scoring_agentidentity id MBR-021491, confidence 1, method probabilistic, matched record CLM-420590, policy version 1
- Record linked automatically2c7c1717e22026-10-19 19:31:28, scoring_agentidentity id MBR-021096, confidence 1, method probabilistic, matched record TPA-58978, policy version 1