Record, CLM, bronze and silver
CLM-426172
Received 2026-09-07T04:56:46Z, line 26,934 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 | CARL T.·· | Carl | Changed |
| Middle | — | T | Changed |
| Last name | SMS | Sms | Changed |
| Date of birth | 05/05/53 | 1953-05-05 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | ·NULL | — | Cleared |
| SSN | N/A | — | Cleared |
| Phone | — | — | Unchanged |
| NULL | — | Cleared | |
| Address | 2766 DESERT SKY BOULEVARD | 2766 Desert Sky Blvd | Changed |
| City | Plano | Plano | Unchanged |
| State | TX | TX | Unchanged |
| ZIP | 75078-9814 | 75078 | Changed |
| Group | GRP-3017 | GRP-3017 | Unchanged |
| Plan | CHOICE-PLUS-PPO | CHOICE-PLUS-PPO | Unchanged |
- Quality score
- 0.36
- Name key
- carl|sms
- Address key
- 2766|desert sky|75078
- Canonical first
- carl
Quality flags
8 raised during normalisation
- Middle initial moved out of first nameA single middle initial was embedded in the first-name field and moved to middle name
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Two-digit birth yearDate of birth carried a two-digit year; century inferred by pivot
- 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
- ZIP+4 trimmedZIP+4 trimmed to the five-digit ZIP
- 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 |
|---|---|---|---|---|
| PRV-27712 | 0.98 | Scored | — | Auto-linked |
| ENR-134282 | 0.91 | Scored | — | Auto-linked |
| CLM-426173 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-032145
- Method
- Scored
- Confidence
- 0.98
- Rule
- weighted score, no rule
Golden record: Carl Sims, 1953-05-05, 4 records, Verified
Evidence
Matched against PRV-27712
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.95 | 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 automatically877387f6c32026-10-19 19:54:38, scoring_agentidentity id MBR-032145, confidence 0.983, method probabilistic, matched record PRV-27712, policy version 1
- Record linked automatically290af4dca72026-10-19 19:52:09, scoring_agentidentity id MBR-032145, confidence 0.983, method probabilistic, matched record PRV-27712, policy version 1
- Record linked automatically55aa9a56ea2026-10-19 19:45:42, scoring_agentidentity id MBR-032145, confidence 0.983, method probabilistic, matched record PRV-27712, policy version 1
- Record linked automaticallyb0566729182026-10-19 19:32:31, scoring_agentidentity id MBR-032145, confidence 0.983, method probabilistic, matched record PRV-27712, policy version 1
- Record linked automatically73738505702026-10-19 19:31:28, scoring_agentidentity id MBR-007402, confidence 1, method probabilistic, matched record CLM-426171, policy version 1