Record, CLM, bronze and silver
CLM-424264
Received 2026-01-18T21:18:19Z, line 95,159 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 | Frances | Frances | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Watkins | Watkins | Unchanged |
| Date of birth | 10/08/1946 | 1946-10-08 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | UNKNOWN | — | Cleared |
| SSN | — | — | Unchanged |
| Phone | null | — | Cleared |
| — | — | Unchanged | |
| Address | 983 HIGHLAND AVENUE | 983 Highland Ave | Changed |
| City | Orlando | Orlando | Unchanged |
| State | FL | FL | Unchanged |
| ZIP | 32864 | 32864 | Unchanged |
| Group | GRP-6559 | GRP-6559 | Unchanged |
| Plan | NULL | — | Cleared |
- Quality score
- 0.80
- Name key
- frances|watkins
- Address key
- 983|highland|32864
- Canonical first
- frances
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)
- 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
- 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-131724 | 0.99 | Scored | — | Auto-linked |
| ENR-131723 | 0.93 | Scored | — | Auto-linked |
| TPA-55489 | 0.83 | Scored | — | Sent to steward |
| TPA-55490 | 0.83 | Scored | — | Sent to steward |
| CLM-412467 | 0.68 | Scored | — | Sent to steward |
| ENR-116411 | 0.68 | Scored | — | Sent to steward |
| CLM-412466 | 0.68 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-005613
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Frances Watkins, 1946-10-08, 5 records, Verified
Evidence
Matched against ENR-131724
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.98 | 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 automatically6e7d66b0c72026-10-19 19:54:38, scoring_agentidentity id MBR-005613, confidence 0.994, method probabilistic, matched record ENR-131724, policy version 1
- Record linked automaticallyfc903a044a2026-10-19 19:52:08, scoring_agentidentity id MBR-005613, confidence 0.994, method probabilistic, matched record ENR-131724, policy version 1
- Record linked automaticallyc0ac7d5dee2026-10-19 19:45:42, scoring_agentidentity id MBR-005613, confidence 0.994, method probabilistic, matched record ENR-131724, policy version 1
- Record linked automaticallyca30896add2026-10-19 19:32:31, scoring_agentidentity id MBR-005613, confidence 0.994, method probabilistic, matched record ENR-131724, policy version 1
- Record linked automaticallyac7c5124b62026-10-19 19:31:28, scoring_agentidentity id MBR-003691, confidence 1, method probabilistic, matched record TPA-60674, policy version 1