Record, CLM, bronze and silver
CLM-405450
Received 2026-06-25T09:25:36Z , line 10,586 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 | Jacob | Jacob | Unchanged |
| Middle | — | — | Unchanged |
| Last name | McDonald | McDonald | Unchanged |
| Date of birth | Mar 26, 1938 | 1938-03-26 | Parsed |
| Gender | Male | M | Parsed |
| Member ID | — | — | Unchanged |
| SSN | •••-••-6660 | •••-••-6660 | Unchanged |
| Phone | ·· | — | Unchanged |
| JACOB.MCDONALD@GMAIL.COM | jacob.mcdonald@gmail.com | Changed | |
| Address | 2266 Washington St | 2266 Washington St | Unchanged |
| City | Nashville | Nashville | Unchanged |
| State | TN·· | TN | Changed |
| ZIP | 37213 | 37213 | Unchanged |
| Group | GRP-0606 | GRP-0606 | Unchanged |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.80
- Name key
- jacob|mcdonald
- Address key
- 2266|washington|37213
- Canonical first
- jacob
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)
- Email lower-casedEmail lower-cased
- Gender normalisedGender mapped to F or M from a longer or variant value
- Whitespace trimmedLeading or trailing whitespace removed from one or more fields
Candidate pairs
Every scored comparison involving this record, highest score first
| Other record | Score | Method | Rule | Decision |
|---|---|---|---|---|
| TPA-52398 | 1.00 | Scored | — | Auto-linked |
| CLM-405451 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| ENR-107170 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-006548
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Jacob McDonald, 1938-03-26, 4 records, Verified
Evidence
Matched against TPA-52398
| 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 automatically8a033ed1f92026-10-19 19:54:38, scoring_agentidentity id MBR-006548, confidence 1, method probabilistic, matched record TPA-52398, policy version 1
- Record linked automaticallyfab3220b502026-10-19 19:52:09, scoring_agentidentity id MBR-006548, confidence 1, method probabilistic, matched record TPA-52398, policy version 1
- Record linked automaticallyd6fa4b8a8d2026-10-19 19:45:42, scoring_agentidentity id MBR-006548, confidence 1, method probabilistic, matched record TPA-52398, policy version 1
- Record linked automatically84de0c65e92026-10-19 19:32:31, scoring_agentidentity id MBR-006548, confidence 1, method probabilistic, matched record TPA-52398, policy version 1
- Record linked automatically0b507d246c2026-10-19 19:31:28, scoring_agentidentity id MBR-026065, confidence 1, method probabilistic, matched record TPA-52436, policy version 1