Record, CLM , bronze and silver
CLM-409421
Received 2026-07-15T08:09:16Z, line 41,648 of the CLM feed
CLM Scored
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | LUIS | Luis | Changed |
| Middle | — | — | Unchanged |
| Last name | RICHARDS | Richards | Changed |
| Date of birth | 1969-08-21 | 1969-08-21 | Unchanged |
| Gender | Female | F | Parsed |
| Member ID | UHC-28814-43 | UHC-28814-43 | Unchanged |
| SSN | •••-••-7294 | •••-••-7294 | Unchanged |
| Phone | — | — | Unchanged |
| ·NULL | — | Cleared | |
| Address | 6338 Indian School Road | 6338 Indian School Rd | Changed |
| City | Gilbert | Gilbert | Unchanged |
| State | ·AZ | AZ | Changed |
| ZIP | 85225-8035 | 85225 | Changed |
| Group | GRP-8626·· | GRP-8626 | Changed |
| Plan | — | — | Unchanged |
- Quality score
- 0.50
- Name key
- luis|richards
- Address key
- 6338|indian school|85225
- Canonical first
- luis
Quality flags
7 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters 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
- ZIP+4 trimmedZIP+4 trimmed to the five-digit ZIP
- 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-54087 | 1.00 | Scored | — | Auto-linked |
| TPA-54086 | 1.00 | Scored | — | Auto-linked |
| CLM-409420 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| TPA-54085 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-006113
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Luis Richards, 1969-08-21, 5 records, Verified
Evidence
Matched against TPA-54087
| 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 automatically24e2bad3d72026-10-19 19:54:38, scoring_agentidentity id MBR-006113, confidence 1, method probabilistic, matched record TPA-54087, policy version 1
- Record linked automatically4077118c442026-10-19 19:52:08, scoring_agentidentity id MBR-006113, confidence 1, method probabilistic, matched record TPA-54087, policy version 1
- Record linked automaticallyc8ccb156cd2026-10-19 19:45:42, scoring_agentidentity id MBR-006113, confidence 1, method probabilistic, matched record TPA-54087, policy version 1
- Record linked automatically6d72f351692026-10-19 19:32:31, scoring_agentidentity id MBR-006113, confidence 1, method probabilistic, matched record TPA-54087, policy version 1
- Record linked automatically7e71dde85d2026-10-19 19:31:28, scoring_agentidentity id MBR-003877, confidence 1, method probabilistic, matched record TPA-54199, policy version 1