Record, CLM, bronze and silver
CLM-432663
Received 2026-09-29T22:45:50Z, line 52,078 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 | Emily | Emily | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Stephens | Stephens | Unchanged |
| Date of birth | 1940-08-13 | 1940-08-13 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | NULL | — | Cleared |
| SSN | — | — | Unchanged |
| Phone | 18006667095 | 8006667095 | Parsed |
| EMILY.STEPHENS@ICLOUD.COM | emily.stephens@icloud.com | Changed | |
| Address | 7973 MESA DR | 7973 Mesa Dr | Changed |
| City | Scottsdale | Scottsdale | Unchanged |
| State | az | AZ | Changed |
| ZIP | 85204 | 85204 | Unchanged |
| Group | GRP-2024 | GRP-2024 | Unchanged |
| Plan | SELECT-EPO | SELECT-EPO | Unchanged |
- Quality score
- 0.76
- Name key
- emily|stephens
- Address key
- 7973|mesa|85204
- Canonical first
- emily
Quality flags
6 raised during normalisation
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- 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 code upper-casedTwo-letter state code upper-cased
- Email lower-casedEmail lower-cased
- 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-64411 | 1.00 | Scored | — | Auto-linked |
| ENR-142879 | 0.99 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-031110
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Emily Stephens, 1940-08-13, 3 records, Verified
Evidence
Matched against TPA-64411
| 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 automatically394067c2e62026-10-19 19:54:38, scoring_agentidentity id MBR-031110, confidence 1, method probabilistic, matched record TPA-64411, policy version 1
- Record linked automatically1c6718bb9e2026-10-19 19:52:09, scoring_agentidentity id MBR-031110, confidence 1, method probabilistic, matched record TPA-64411, policy version 1
- Record linked automaticallyb0afa0fe612026-10-19 19:45:42, scoring_agentidentity id MBR-031110, confidence 1, method probabilistic, matched record TPA-64411, policy version 1
- Record linked automatically7b22bd18142026-10-19 19:32:31, scoring_agentidentity id MBR-031110, confidence 1, method probabilistic, matched record TPA-64411, policy version 1
- Record linked automatically789a8309662026-10-19 19:31:28, scoring_agentidentity id MBR-006789, confidence 1, method probabilistic, matched record PRV-29545, policy version 1