Record, CLM, bronze and silver
CLM-411898
Received 2026-10-17T15:10:34Z, line 7,517 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 | DONALD | Donald | Changed |
| Middle | O. | O | Changed |
| Last name | LYNCH | Lynch | Changed |
| Date of birth | 19990227 | 1999-02-27 | Parsed |
| Gender | Female | F | Parsed |
| Member ID | UHC-41325-80 | UHC-41325-80 | Unchanged |
| SSN | •••-••-0519 | •••-••-0519 | Unchanged |
| Phone | 531-331-4934 | 5313314934 | Parsed |
| null | — | Cleared | |
| Address | 2835 Lake View Road | 2835 Lake View Rd | Changed |
| City | MESA | Mesa | Changed |
| State | az | AZ | Changed |
| ZIP | 85265 | 85265 | Unchanged |
| Group | GRP-2914 | GRP-2914 | Unchanged |
| Plan | ···· | — | Unchanged |
- Quality score
- 0.58
- Name key
- donald|lynch
- Address key
- 2835|lake view|85265
- Canonical first
- donald
Quality flags
9 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
- City re-casedCity re-cased to Title Case
- State code upper-casedTwo-letter state code upper-cased
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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-23427 | 1.00 | Scored | — | Auto-linked |
| ENR-115659 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-008572
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Donald Lynch, 1999-02-27, 3 records, Verified
Evidence
Matched against PRV-23427
| 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
5 hash-chained entries for this record
- Record linked automaticallyc3008a342f2026-10-19 19:54:38, scoring_agentidentity id MBR-008572, confidence 1, method probabilistic, matched record PRV-23427, policy version 1
- Record linked automatically283bd34a6b2026-10-19 19:52:09, scoring_agentidentity id MBR-008572, confidence 1, method probabilistic, matched record PRV-23427, policy version 1
- Record linked automatically7c5106125b2026-10-19 19:45:42, scoring_agentidentity id MBR-008572, confidence 1, method probabilistic, matched record PRV-23427, policy version 1
- Record linked automaticallyc5724605e22026-10-19 19:32:31, scoring_agentidentity id MBR-008572, confidence 1, method probabilistic, matched record PRV-23427, policy version 1
- Record linked automatically48fd6681732026-10-19 19:31:28, scoring_agentidentity id MBR-002875, confidence 1, method probabilistic, matched record CLM-411900, policy version 1