Record, CLM, bronze and silver
CLM-417752
Received 2026-05-23T23:08:03Z, line 48,287 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 | Heather | Heather | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Pierce | Pierce | Unchanged |
| Date of birth | 19660521 | 1966-05-21 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | •••-••-5208 | •••-••-5208 | Unchanged |
| Phone | 568.501.3498 | 5685013498 | Parsed |
| UNKNOWN | — | Cleared | |
| Address | NULL | — | Cleared |
| City | UNKNOWN | — | Cleared |
| State | — | — | Unchanged |
| ZIP | null | — | Cleared |
| Group | GRP-5152 | GRP-5152 | Unchanged |
| Plan | CORE-HMO | CORE-HMO | Unchanged |
- Quality score
- 0.94
- Name key
- heather|pierce
- Address key
- —
- Canonical first
- heather
Quality flags
3 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
- 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-417753 | 0.98 | Scored | — | Auto-linked |
| CLM-417754 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| CLM-417751 | 0.83 | Scored | — | Sent to steward |
| TPA-57838 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-028120
- Method
- Scored
- Confidence
- 0.98
- Rule
- weighted score, no rule
Golden record: Heather Pierce, 1966-05-21, 5 records, Verified
Evidence
Matched against CLM-417753
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.95 | 3.0 | swapped |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 |
Audit
6 hash-chained entries for this record
- Record linked automaticallya1652ecf872026-10-22 12:43:54, scoring_agentidentity id MBR-028120, confidence 0.98, method probabilistic, matched record CLM-417753, policy version 1
- Record linked automaticallybce16eedb42026-10-19 19:54:38, scoring_agentidentity id MBR-028120, confidence 0.98, method probabilistic, matched record CLM-417753, policy version 1
- Record linked automatically8f28425bd72026-10-19 19:52:09, scoring_agentidentity id MBR-028120, confidence 0.98, method probabilistic, matched record CLM-417753, policy version 1
- Record linked automaticallyd8c1217b502026-10-19 19:45:42, scoring_agentidentity id MBR-028120, confidence 0.98, method probabilistic, matched record CLM-417753, policy version 1
- Record linked automatically43c8daaac72026-10-19 19:32:31, scoring_agentidentity id MBR-028120, confidence 0.98, method probabilistic, matched record CLM-417753, policy version 1
- Record linked automatically33cf0105a22026-10-19 19:31:28, matching_agentidentity id MBR-014411, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-123215