Record, CLM, bronze and silver
CLM-404637
Received 2026-10-18T16:12:32Z, line 4,346 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 | Sophia | Sophia | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Howell | Howell | Unchanged |
| Date of birth | 28-04-1997 | 1997-04-28 | Parsed |
| Gender | Female | F | Parsed |
| Member ID | UHC-51733-01 | UHC-51733-01 | Unchanged |
| SSN | NULL | — | Cleared |
| Phone | -·· | — | Cleared |
| N/A | — | Cleared | |
| Address | 2377 APACHE BOULEVARD | 2377 Apache Blvd | Changed |
| City | SAN DIEGO | San Diego | Changed |
| State | CA | CA | Unchanged |
| ZIP | 92144 | 92144 | Unchanged |
| Group | GRP-3482 | GRP-3482 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.62
- Name key
- sophia|howell
- Address key
- 2377|apache|92144
- Canonical first
- sophia
Quality flags
7 raised during normalisation
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- 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
- 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 |
|---|---|---|---|---|
| TPA-52020 | 1.00 | Scored | — | Auto-linked |
| PRV-21333 | 1.00 | Scored | — | Auto-linked |
| CLM-404636 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-008615
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Sophia Howell, 1997-04-28, 4 records, Verified
Evidence
Matched against TPA-52020
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 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 automaticallyd891346c3f2026-10-19 19:54:38, scoring_agentidentity id MBR-008615, confidence 1, method probabilistic, matched record TPA-52020, policy version 1
- Record linked automaticallyfa5e8856222026-10-19 19:52:09, scoring_agentidentity id MBR-008615, confidence 1, method probabilistic, matched record TPA-52020, policy version 1
- Record linked automaticallyee0987c5602026-10-19 19:45:42, scoring_agentidentity id MBR-008615, confidence 1, method probabilistic, matched record TPA-52020, policy version 1
- Record linked automatically3a53d0929f2026-10-19 19:32:31, scoring_agentidentity id MBR-008615, confidence 1, method probabilistic, matched record TPA-52020, policy version 1
- Record linked automaticallya7a577321c2026-10-19 19:31:28, scoring_agentidentity id MBR-015167, confidence 0.859, method probabilistic, matched record CLM-404636, policy version 1