Record, CLM, bronze and silver
CLM-426497
Received 2026-05-09T18:05:53Z, line 47,464 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 | PAUL | Paul | Changed |
| Middle | — | — | Unchanged |
| Last name | MARSHALL | Marshall | Changed |
| Date of birth | ·10/12/62 | 1962-10-12 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC1062389·· | UHC-10623-89 | Parsed |
| SSN | ···· | — | Unchanged |
| Phone | 566.316.0388 | 5663160388 | Parsed |
| N/A | — | Cleared | |
| Address | 980 Central Avenue | 980 Central Ave | Changed |
| City | Atlanta | Atlanta | Unchanged |
| State | GA | GA | Unchanged |
| ZIP | 30388·· | 30388 | Changed |
| Group | GRP-1536 | GRP-1536 | Unchanged |
| Plan | NULL·· | — | Cleared |
- Quality score
- 0.60
- Name key
- paul|marshall
- Address key
- 980|central|30388
- Canonical first
- paul
Quality flags
8 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
- 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
- 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 |
|---|---|---|---|---|
| PRV-27814 | 1.00 | Scored | — | Auto-linked |
| CLM-426496 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-134749 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-027645
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Paul Marshall, 1962-10-12, 4 records, Verified
Evidence
Matched against PRV-27814
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 |
Audit
5 hash-chained entries for this record
- Record linked automatically22df018d452026-10-19 19:54:38, scoring_agentidentity id MBR-027645, confidence 1, method probabilistic, matched record PRV-27814, policy version 1
- Record linked automaticallyce917dcb6f2026-10-19 19:52:09, scoring_agentidentity id MBR-027645, confidence 1, method probabilistic, matched record PRV-27814, policy version 1
- Record linked automatically48198373a62026-10-19 19:45:42, scoring_agentidentity id MBR-027645, confidence 1, method probabilistic, matched record PRV-27814, policy version 1
- Record linked automatically467efe062e2026-10-19 19:32:31, scoring_agentidentity id MBR-027645, confidence 1, method probabilistic, matched record PRV-27814, policy version 1
- Record linked automatically42bf96a0412026-10-19 19:31:28, scoring_agentidentity id MBR-015534, confidence 1, method probabilistic, matched record CLM-426498, policy version 1