Record, CLM, bronze and silver
CLM-428208
Received 2026-03-25T12:43:29Z, line 39,029 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 | ABBY | Abby | Changed |
| Middle | — | — | Unchanged |
| Last name | MURRAY | Murray | Changed |
| Date of birth | 1972-02-02 | 1972-02-02 | Unchanged |
| Gender | Male | M | Parsed |
| Member ID | - | — | Cleared |
| SSN | UNKNOWN | — | Cleared |
| Phone | ·NULL | — | Cleared |
| UNKNOWN | — | Cleared | |
| Address | 3973 UNION ST | 3973 Union St | Changed |
| City | Jacksonville | Jacksonville | Unchanged |
| State | ·FL | FL | Changed |
| ZIP | 32200 | 32200 | Unchanged |
| Group | — | — | Unchanged |
| Plan | OPTIONS-PPO | OPTIONS-PPO | Unchanged |
- Quality score
- 0.64
- Name key
- abigail|murray
- Address key
- 3973|union|32200
- Canonical first
- abigail
Quality flags
6 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- 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
- Gender normalisedGender mapped to F or M from a longer or variant value
- Whitespace trimmedLeading or trailing whitespace removed from one or more fields
- 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 |
|---|---|---|---|---|
| TPA-62474 | 1.00 | Scored | — | Auto-linked |
| CLM-428207 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-021972
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Abby Murray, 1972-02-02, 3 records, Verified
Evidence
Matched against TPA-62474
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automaticallycea49616da2026-10-22 12:43:54, scoring_agentidentity id MBR-021972, confidence 1, method probabilistic, matched record TPA-62474, policy version 1
- Record linked automaticallyd62eab81722026-10-19 19:54:38, scoring_agentidentity id MBR-021972, confidence 1, method probabilistic, matched record TPA-62474, policy version 1
- Record linked automaticallydf01fa83112026-10-19 19:52:09, scoring_agentidentity id MBR-021972, confidence 1, method probabilistic, matched record TPA-62474, policy version 1
- Record linked automatically31c42096492026-10-19 19:45:42, scoring_agentidentity id MBR-021972, confidence 1, method probabilistic, matched record TPA-62474, policy version 1
- Record linked automaticallyca45564c572026-10-19 19:32:31, scoring_agentidentity id MBR-021972, confidence 1, method probabilistic, matched record TPA-62474, policy version 1
- Record linked automaticallyd50473aeea2026-10-19 19:31:28, matching_agentidentity id MBR-011873, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-137284