Record, CLM, bronze and silver
CLM-425614
Received 2026-03-07T19:56:16Z , line 88,728 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 | BRYAN | Bryan | Changed |
| Middle | V | V | Unchanged |
| Last name | EDWARDS | Edwards | Changed |
| Date of birth | 2/28/1981 | 1981-02-28 | Parsed |
| Gender | UNKNOWN | — | Cleared |
| Member ID | — | — | Unchanged |
| SSN | UNKNOWN | — | Cleared |
| Phone | (989) 986-6288·· | 9899866288 | Parsed |
| UNKNOWN·· | — | Cleared | |
| Address | 4716 PARK PL | 4716 Park Pl | Changed |
| City | Tampa | Tampa | Unchanged |
| State | ·FL | FL | Changed |
| ZIP | 33600 | 33600 | Unchanged |
| Group | UNKNOWN | — | Cleared |
| Plan | SELECT-EPO | SELECT-EPO | Unchanged |
- Quality score
- 0.74
- Name key
- bryan|edwards
- Address key
- 4716|park|33600
- Canonical first
- bryan
Quality flags
7 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- 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
- 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
- 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 |
|---|---|---|---|---|
| ENR-133512 | 0.87 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-018122
- Method
- Scored
- Confidence
- 0.87
- Rule
- weighted score, no rule
Golden record: Bryn Edwards, 1980-12-28, 2 records, Verified
Evidence
Matched against ENR-133512
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.98 | 3.0 | |
| Date of birth | 0.60 | 3.0 | transposition |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically8cda1639582026-10-22 12:43:54, scoring_agentidentity id MBR-018122, confidence 0.868, method probabilistic, matched record ENR-133512, policy version 1
- Record linked automaticallyb1afadd5cb2026-10-19 19:54:38, scoring_agentidentity id MBR-018122, confidence 0.868, method probabilistic, matched record ENR-133512, policy version 1
- Record linked automatically9322e6d3db2026-10-19 19:52:09, scoring_agentidentity id MBR-018122, confidence 0.868, method probabilistic, matched record ENR-133512, policy version 1
- Record linked automaticallydb94d6b89a2026-10-19 19:45:42, scoring_agentidentity id MBR-018122, confidence 0.868, method probabilistic, matched record ENR-133512, policy version 1
- Record linked automatically8dd361f46c2026-10-19 19:32:31, scoring_agentidentity id MBR-018122, confidence 0.868, method probabilistic, matched record ENR-133512, policy version 1
- Record linked automatically74b54563e32026-10-19 19:31:28, scoring_agentidentity id MBR-009836, confidence 1, method probabilistic, matched record TPA-61280, policy version 1