Record, CLM, bronze and silver
CLM-418744
Received 2026-10-05T00:08:58Z, line 81,082 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 | Marilyn | Marilyn | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Barnes | Barnes | Unchanged |
| Date of birth | 03/01/97 | 1997-03-01 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC4663114·· | UHC-46631-14 | Parsed |
| SSN | •••-••-4043 | •••-••-4043 | Parsed |
| Phone | 9546693317 | 9546693317 | Unchanged |
| null | — | Cleared | |
| Address | 1252 Mountain View Drive | 1252 Mountain View Dr | Changed |
| City | Chandler | Chandler | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85275-2024 | 85275 | Changed |
| Group | — | — | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.50
- Name key
- marilyn|barnes
- Address key
- 1252|mountain view|85275
- Canonical first
- marilyn
Quality flags
7 raised during normalisation
- Two-digit birth yearDate of birth carried a two-digit year; century inferred by pivot
- Member ID reformattedMember ID re-hyphenated and upper-cased to the UHC-#####-## pattern
- 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 |
|---|---|---|---|---|
| CLM-418745 | 0.89 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-044265
- Method
- Scored
- Confidence
- 0.89
- Rule
- weighted score, no rule
Golden record: Marilyn Barnes, 1997-03-01, 2 records, Verified
Evidence
Matched against CLM-418745
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 0.60 | 3.0 | transposition |
| SSN (last four) | 1.00 | 2.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically475053f5d72026-10-19 19:54:39, scoring_agentidentity id MBR-044265, confidence 0.886, method probabilistic, matched record CLM-418745, policy version 1
- Record linked automatically5b7adf4ab32026-10-19 19:52:09, scoring_agentidentity id MBR-044265, confidence 0.886, method probabilistic, matched record CLM-418745, policy version 1
- Record linked automatically0b2786fc082026-10-19 19:45:42, scoring_agentidentity id MBR-044265, confidence 0.886, method probabilistic, matched record CLM-418745, policy version 1
- Record linked automaticallyf225a03f732026-10-19 19:32:31, scoring_agentidentity id MBR-044265, confidence 0.886, method probabilistic, matched record CLM-418745, policy version 1
- Record linked automaticallycd04465eb32026-10-19 19:31:28, scoring_agentidentity id MBR-038506, confidence 1, method probabilistic, matched record CLM-418745, policy version 1