Record, CLM, bronze and silver
CLM-432334
Received 2026-03-26T04:46:34Z, line 31,968 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 | LARRY | Larry | Changed |
| Middle | — | — | Unchanged |
| Last name | FIELDS | Fields | Changed |
| Date of birth | 1966-04-23 | 1966-04-23 | Unchanged |
| Gender | Male | M | Parsed |
| Member ID | null | — | Cleared |
| SSN | — | — | Unchanged |
| Phone | ·(644) 856-6042 | 6448566042 | Parsed |
| null | — | Cleared | |
| Address | 7205 Broadway | 7205 Broadway | Unchanged |
| City | Miami | Miami | Unchanged |
| State | FL | FL | Unchanged |
| ZIP | 33100 | 33100 | Unchanged |
| Group | GRP-2554 | GRP-2554 | Unchanged |
| Plan | - | — | Cleared |
- Quality score
- 0.78
- Name key
- larry|fields
- Address key
- 7205|broadway|33100
- Canonical first
- larry
Quality flags
5 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
- 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 |
|---|---|---|---|---|
| ENR-142454 | 1.00 | Scored | — | Auto-linked |
| TPA-64270 | 1.00 | Scored | — | Auto-linked |
| CLM-432333 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-003641
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Larry Fields, 1966-04-23, 4 records, Verified
Evidence
Matched against TPA-64270
| 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 automatically79f2ed28bd2026-10-22 12:43:53, scoring_agentidentity id MBR-003641, confidence 1, method probabilistic, matched record TPA-64270, policy version 1
- Record linked automatically9442aabf6f2026-10-19 19:54:38, scoring_agentidentity id MBR-003641, confidence 1, method probabilistic, matched record TPA-64270, policy version 1
- Record linked automatically8cc88ab4092026-10-19 19:52:08, scoring_agentidentity id MBR-003641, confidence 1, method probabilistic, matched record TPA-64270, policy version 1
- Record linked automaticallyc65e4df5332026-10-19 19:45:42, scoring_agentidentity id MBR-003641, confidence 1, method probabilistic, matched record TPA-64270, policy version 1
- Record linked automatically3f2e420ae52026-10-19 19:32:31, scoring_agentidentity id MBR-003641, confidence 1, method probabilistic, matched record TPA-64270, policy version 1
- Record linked automatically4d962fc6332026-10-19 19:31:28, matching_agentidentity id MBR-044313, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-142619