Record, CLM, bronze and silver
CLM-417751
Received 2026-05-29T08:19:28Z, line 57,813 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 | S | S | Unchanged |
| Last name | Pierce | Pierce | Unchanged |
| Date of birth | 1966-05-21 | 1966-05-21 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | NULL | — | Cleared |
| SSN | NULL | — | Cleared |
| Phone | UNKNOWN | — | Cleared |
| N/A·· | — | Cleared | |
| Address | 3017 Ocean Avenue | 3017 Ocean Ave | Changed |
| City | Minneapolis | Minneapolis | Unchanged |
| State | MN | MN | Unchanged |
| ZIP | — | — | Unchanged |
| Group | GRP-5152 | GRP-5152 | Unchanged |
| Plan | CORE-HMO | CORE-HMO | Unchanged |
- Quality score
- 0.68
- Name key
- heather|pierce
- Address key
- 3017|ocean|minneapolis
- Canonical first
- heather
Quality flags
4 raised during normalisation
- 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
- ZIP missingStreet address present but no ZIP supplied
- 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-417754 | 0.93 | Scored | — | Auto-linked |
| TPA-57838 | 0.93 | Scored | — | Auto-linked |
| CLM-417752 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-028120
- Method
- Scored
- Confidence
- 0.93
- Rule
- weighted score, no rule
Golden record: Heather Pierce, 1966-05-21, 5 records, Verified
Evidence
Matched against CLM-417754
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 0.70 | 2.0 | street_match |
Audit
6 hash-chained entries for this record
- Record linked automatically72d9a138a42026-10-22 12:43:54, scoring_agentidentity id MBR-028120, confidence 0.925, method probabilistic, matched record CLM-417754, policy version 1
- Record linked automatically6bf6df07e42026-10-19 19:54:38, scoring_agentidentity id MBR-028120, confidence 0.925, method probabilistic, matched record CLM-417754, policy version 1
- Record linked automatically1b5d0497bf2026-10-19 19:52:09, scoring_agentidentity id MBR-028120, confidence 0.925, method probabilistic, matched record CLM-417754, policy version 1
- Record linked automatically85d068aff42026-10-19 19:45:42, scoring_agentidentity id MBR-028120, confidence 0.925, method probabilistic, matched record CLM-417754, policy version 1
- Record linked automaticallyb25e6a15e22026-10-19 19:32:31, scoring_agentidentity id MBR-028120, confidence 0.925, method probabilistic, matched record CLM-417754, policy version 1
- Record linked automaticallydb34cf56ee2026-10-19 19:31:28, matching_agentidentity id MBR-023471, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-123214