Record, CLM, bronze and silver
CLM-408224
Received 2026-02-26T19:58:56Z, line 10,096 of the CLM feed
CLMRule
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | Sarah | Sarah | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Spencer | Spencer | Unchanged |
| Date of birth | 6/11/2001 | 2001-06-11 | Parsed |
| Gender | Male | M | Parsed |
| Member ID | N/A | — | Cleared |
| SSN | •••-••-0834 | •••-••-0834 | Unchanged |
| Phone | 729.682.2004 | 7296822004 | Parsed |
| UNKNOWN | — | Cleared | |
| Address | - | — | Cleared |
| City | - | — | Cleared |
| State | — | — | Unchanged |
| ZIP | null | — | Cleared |
| Group | GRP-1156 | GRP-1156 | Unchanged |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.80
- Name key
- sarah|spencer
- Address key
- —
- Canonical first
- sarah
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)
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- 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 |
|---|---|---|---|---|
| ENR-110836 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| CLM-408222 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| ENR-110837 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| PRV-22422 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| CLM-408223 | 0.88 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-016109
- Method
- Rule
- Confidence
- 0.97
- Rule
- D2 ssn4 + dob + last name
Golden record: Sarah Spencer, 2001-06-11, 6 records, Verified
Evidence
Matched against ENR-110836
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| SSN (last four) | 1.00 | 2.5 | |
| Phone | 1.00 | 1.5 |
Audit
5 hash-chained entries for this record
- Record linked automatically00cdce48772026-10-19 19:54:38, matching_agentidentity id MBR-016109, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-110836
- Record linked automatically49ce4765e62026-10-19 19:52:09, matching_agentidentity id MBR-016109, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-110836
- Record linked automatically39da532b732026-10-19 19:45:42, matching_agentidentity id MBR-016109, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-110836
- Record linked automatically6959ce629c2026-10-19 19:32:31, matching_agentidentity id MBR-016109, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-110836
- Record linked automatically348507d1172026-10-19 19:31:28, scoring_agentidentity id MBR-005536, confidence 1, method probabilistic, matched record TPA-53628, policy version 1