Record, CLM, bronze and silver
CLM-409854
Received 2026-05-05T12:36:39Z, line 11,407 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 | denise | Denise | Changed |
| Middle | — | — | Unchanged |
| Last name | stephens | Stephens | Changed |
| Date of birth | 19950816 | 1995-08-16 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | UHC-99350-16 | UHC-99350-16 | Unchanged |
| SSN | — | — | Unchanged |
| Phone | 19146849485 | 9146849485 | Parsed |
| N/A·· | — | Cleared | |
| Address | 2140 Baseline Road·· | 2140 Baseline Rd | Changed |
| City | Tucson | Tucson | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85752·· | 85752 | Changed |
| Group | GRP-6908·· | GRP-6908 | Changed |
| Plan | ·NAVIGATE-HMO | NAVIGATE-HMO | Changed |
- Quality score
- 0.74
- Name key
- denise|stephens
- Address key
- 2140|baseline|85752
- Canonical first
- denise
Quality flags
7 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
- 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-409851 | 1.00 | Scored | — | Auto-linked |
| CLM-409855 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-112988 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-409852 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-409853 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-029228
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Denise Stephens, 1995-08-16, 5 records, Verified
Evidence
Matched against CLM-409851
| 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 automaticallyd440f93f3e2026-10-19 19:54:38, scoring_agentidentity id MBR-029228, confidence 1, method probabilistic, matched record CLM-409851, policy version 1
- Record linked automaticallyd289fc6df92026-10-19 19:52:09, scoring_agentidentity id MBR-029228, confidence 1, method probabilistic, matched record CLM-409851, policy version 1
- Record linked automatically4789c582852026-10-19 19:45:42, scoring_agentidentity id MBR-029228, confidence 1, method probabilistic, matched record CLM-409851, policy version 1
- Record linked automaticallya2d1beb11b2026-10-19 19:32:31, scoring_agentidentity id MBR-029228, confidence 1, method probabilistic, matched record CLM-409851, policy version 1
- Record linked automatically8f0f35b3492026-10-19 19:31:28, scoring_agentidentity id MBR-018515, confidence 1, method probabilistic, matched record ENR-112984, policy version 1