Record, CLM, bronze and silver
CLM-406726
Received 2026-07-17T17:39:34Z, line 54,115 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 | James, Sarah | Sarah | Changed |
| Middle | — | — | Unchanged |
| Last name | — | James | Changed |
| Date of birth | 1984-12-20 | 1984-12-20 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | — | — | Unchanged |
| Phone | NULL | — | Cleared |
| N/A | — | Cleared | |
| Address | 3221 SPRING ST | 3221 Spring St | Changed |
| City | ·ATLANTA | Atlanta | Changed |
| State | GA | GA | Unchanged |
| ZIP | 30381 | 30381 | Unchanged |
| Group | GRP-4143 | GRP-4143 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.64
- Name key
- sarah|james
- Address key
- 3221|spring|30381
- Canonical first
- sarah
Quality flags
6 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- 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 |
|---|---|---|---|---|
| CLM-406727 | 1.00 | Scored | — | Auto-linked |
| ENR-108772 | 1.00 | Scored | — | Auto-linked |
| ENR-108771 | 0.98 | Scored | — | Auto-linked |
| TPA-52953 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-005610
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Sarah James, 1984-12-20, 5 records, Verified
Evidence
Matched against CLM-406727
| 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 automaticallyd6106b91372026-10-22 12:43:53, scoring_agentidentity id MBR-005610, confidence 1, method probabilistic, matched record CLM-406727, policy version 1
- Record linked automatically306bd8dec72026-10-19 19:54:38, scoring_agentidentity id MBR-005610, confidence 1, method probabilistic, matched record CLM-406727, policy version 1
- Record linked automatically16d7a5fcc32026-10-19 19:52:08, scoring_agentidentity id MBR-005610, confidence 1, method probabilistic, matched record CLM-406727, policy version 1
- Record linked automatically10f17ee9582026-10-19 19:45:42, scoring_agentidentity id MBR-005610, confidence 1, method probabilistic, matched record CLM-406727, policy version 1
- Record linked automatically11a801759b2026-10-19 19:32:31, scoring_agentidentity id MBR-005610, confidence 1, method probabilistic, matched record CLM-406727, policy version 1