Record, CLM, bronze and silver
CLM-412268
Received 2026-06-09T12:16:16Z , line 58,795 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 | david·· | David | Changed |
| Middle | W. | W | Changed |
| Last name | hansen | Hansen | Changed |
| Date of birth | 02/20/04 | 2004-02-20 | Parsed |
| Gender | Male | M | Parsed |
| Member ID | uhc-62023-76 | UHC-62023-76 | Parsed |
| SSN | — | — | Unchanged |
| Phone | 8323597913 | 8323597913 | Unchanged |
| null | — | Cleared | |
| Address | 8251 Apache Boulevard | 8251 Apache Blvd | Changed |
| City | JACKSONVILLE | Jacksonville | Changed |
| State | fl | FL | Changed |
| ZIP | 32255 | 32255 | Unchanged |
| Group | GRP-7286 | GRP-7286 | Unchanged |
| Plan | NAVIGATE-HMO | NAVIGATE-HMO | Unchanged |
- Quality score
- 0.44
- Name key
- david|hansen
- Address key
- 8251|apache|32255
- Canonical first
- david
Quality flags
10 raised during normalisation
- 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
- 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
- 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
- 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-412270 | 1.00 | Scored | — | Auto-linked |
| CLM-412269 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-116148 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| TPA-55403 | 0.81 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-022426
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: David Hansen, 2004-02-20, 4 records, Verified
Evidence
Matched against CLM-412270
| 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
4 hash-chained entries for this record
- Record linked automatically0a959260fd2026-10-19 19:54:38, scoring_agentidentity id MBR-022426, confidence 1, method probabilistic, matched record CLM-412270, policy version 1
- Record linked automatically6a329cb8a92026-10-19 19:52:09, scoring_agentidentity id MBR-022426, confidence 1, method probabilistic, matched record CLM-412270, policy version 1
- Record linked automaticallyba8f630b372026-10-19 19:45:42, scoring_agentidentity id MBR-022426, confidence 1, method probabilistic, matched record CLM-412270, policy version 1
- Record linked automatically29f450534b2026-10-19 19:32:31, scoring_agentidentity id MBR-022426, confidence 1, method probabilistic, matched record CLM-412270, policy version 1