Record, CLM, bronze and silver
CLM-400528
Received 2026-07-28T14:15:17Z , line 74,279 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 | BOBY | Boby | Changed |
| Middle | — | — | Unchanged |
| Last name | ALEXANDER | Alexander | Changed |
| Date of birth | 2000-12-16 | 2000-12-16 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | UHC-78998-29·· | UHC-78998-29 | Parsed |
| SSN | — | — | Unchanged |
| Phone | (316) 307-7428 | 3163077428 | Parsed |
| NULL | — | Cleared | |
| Address | 3251 Highland Avenue | 3251 Highland Ave | Changed |
| City | DALLAS | Dallas | Changed |
| State | TX | TX | Unchanged |
| ZIP | N/A | — | Cleared |
| Group | GRP-6480 | GRP-6480 | Unchanged |
| Plan | CHOICE-PLUS-PPO | CHOICE-PLUS-PPO | Unchanged |
- Quality score
- 0.60
- Name key
- boby|alexander
- Address key
- 3251|highland|dallas
- Canonical first
- boby
Quality flags
8 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- 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
- City re-casedCity re-cased to Title Case
- ZIP missingStreet address present but no ZIP supplied
- 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-50232 | 0.91 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-005436
- Method
- Scored
- Confidence
- 0.91
- Rule
- weighted score, no rule
Golden record: Boby Alexander, 2000-12-16, 2 records, Verified
Evidence
Matched against TPA-50232
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.78 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 |
Audit
6 hash-chained entries for this record
- Record linked automaticallyd347dbb3d82026-10-22 12:43:53, scoring_agentidentity id MBR-005436, confidence 0.911, method probabilistic, matched record TPA-50232, policy version 1
- Record linked automaticallyf149e302702026-10-19 19:54:38, scoring_agentidentity id MBR-005436, confidence 0.911, method probabilistic, matched record TPA-50232, policy version 1
- Record linked automatically79287f581c2026-10-19 19:52:08, scoring_agentidentity id MBR-005436, confidence 0.911, method probabilistic, matched record TPA-50232, policy version 1
- Record linked automatically1919812b7f2026-10-19 19:45:42, scoring_agentidentity id MBR-005436, confidence 0.911, method probabilistic, matched record TPA-50232, policy version 1
- Record linked automatically2703cd3e6d2026-10-19 19:32:31, scoring_agentidentity id MBR-005436, confidence 0.911, method probabilistic, matched record TPA-50232, policy version 1
- Record linked automatically8b265fbfd02026-10-19 19:31:28, matching_agentidentity id MBR-038395, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-100789