Record, CLM, bronze and silver
CLM-409166
Received 2026-06-16T18:20:09Z, line 70,937 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 | ·JUAN | Juan | Changed |
| Middle | — | — | Unchanged |
| Last name | MURPHY | Murphy | Changed |
| Date of birth | 1973-10-03 | 1973-10-03 | Unchanged |
| Gender | UNKNOWN | — | Cleared |
| Member ID | UNKNOWN | — | Cleared |
| SSN | NULL | — | Cleared |
| Phone | (684) 627-8951 | 6846278951 | Parsed |
| — | — | Unchanged | |
| Address | 147 CANYON RD | 147 Canyon Rd | Changed |
| City | Tampa | Tampa | Unchanged |
| State | FL | FL | Unchanged |
| ZIP | 33668 | 33668 | Unchanged |
| Group | N/A | — | Cleared |
| Plan | ·CHOICE-PLUS-PPO | CHOICE-PLUS-PPO | Changed |
- Quality score
- 0.76
- Name key
- juan|murphy
- Address key
- 147|canyon|33668
- Canonical first
- juan
Quality flags
6 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- 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 |
|---|---|---|---|---|
| CLM-409167 | 1.00 | Scored | — | Auto-linked |
| CLM-409165 | 1.00 | Scored | — | Auto-linked |
| ENR-112096 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-016812
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Juan Murphy, 1973-10-03, 4 records, Verified
Evidence
Matched against ENR-112096
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically3bbec7b9c32026-10-22 12:43:54, scoring_agentidentity id MBR-016812, confidence 1, method probabilistic, matched record ENR-112096, policy version 1
- Record linked automaticallye1e0d4748b2026-10-19 19:54:38, scoring_agentidentity id MBR-016812, confidence 1, method probabilistic, matched record ENR-112096, policy version 1
- Record linked automatically71bfd2e8ec2026-10-19 19:52:09, scoring_agentidentity id MBR-016812, confidence 1, method probabilistic, matched record ENR-112096, policy version 1
- Record linked automatically941c3788692026-10-19 19:45:42, scoring_agentidentity id MBR-016812, confidence 1, method probabilistic, matched record ENR-112096, policy version 1
- Record linked automatically758e48ffce2026-10-19 19:32:31, scoring_agentidentity id MBR-016812, confidence 1, method probabilistic, matched record ENR-112096, policy version 1
- Record linked automaticallyfbca4c77132026-10-19 19:31:28, scoring_agentidentity id MBR-020896, confidence 1, method probabilistic, matched record ENR-112065, policy version 1