Record, CLM, bronze and silver
CLM-402709
Received 2026-08-16T12:21:05Z, line 61,358 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 | marcus | Marcus | Changed |
| Middle | ·· | — | Unchanged |
| Last name | richards | Richards | Changed |
| Date of birth | ·01/28/08 | 2008-01-28 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC-72468-49 | UHC-72468-49 | Unchanged |
| SSN | — | — | Unchanged |
| Phone | 17475956022 | 7475956022 | Parsed |
| - | — | Cleared | |
| Address | 8720 MARKET ST Apt 34 | 8720 Market St Apt 34 | Changed |
| City | ATLANTA | Atlanta | Changed |
| State | GA | GA | Unchanged |
| ZIP | 30382 | 30382 | Unchanged |
| Group | GRP-8703 | GRP-8703 | Unchanged |
| Plan | OPTIONS-PPO·· | OPTIONS-PPO | Changed |
- Quality score
- 0.46
- Name key
- marcus|richards
- Address key
- 8720|market|30382
- Canonical first
- marcus
Quality flags
9 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
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- Unit split from streetApartment, suite or unit designator split from street line and re-appended in standard form
- 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
- 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-51170 | 1.00 | Scored | — | Auto-linked |
| ENR-103485 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-103484 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-016716
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Marcus Richards, 2008-01-28, 4 records, Verified
Evidence
Matched against TPA-51170
| 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 automatically1a457aedc12026-10-19 19:54:38, scoring_agentidentity id MBR-016716, confidence 1, method probabilistic, matched record TPA-51170, policy version 1
- Record linked automaticallybb3d14eb412026-10-19 19:52:09, scoring_agentidentity id MBR-016716, confidence 1, method probabilistic, matched record TPA-51170, policy version 1
- Record linked automaticallye4d4d1d4b82026-10-19 19:45:42, scoring_agentidentity id MBR-016716, confidence 1, method probabilistic, matched record TPA-51170, policy version 1
- Record linked automatically61aefa1d562026-10-19 19:32:31, scoring_agentidentity id MBR-016716, confidence 1, method probabilistic, matched record TPA-51170, policy version 1
- Record linked automaticallyb2c96aae132026-10-19 19:31:28, matching_agentidentity id MBR-032766, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-103543