Record, CLM, bronze and silver
CLM-423832
Received 2026-09-20T09:00:05Z, line 57,499 of the CLM feed
CLMRule
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | christine | Christine | Changed |
| Middle | — | — | Unchanged |
| Last name | pwell | Pwell | Changed |
| Date of birth | 11/14/1984 | 1984-11-14 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | ·UHC-91272-76 | UHC-91272-76 | Parsed |
| SSN | - | — | Cleared |
| Phone | +1 961 984 4221 | 9619844221 | Parsed |
| — | — | Unchanged | |
| Address | 1042 MAPLE AVE | 1042 Maple Ave | Changed |
| City | Houston | Houston | Unchanged |
| State | TX | TX | Unchanged |
| ZIP | null | — | Cleared |
| Group | GRP-4616 | GRP-4616 | Unchanged |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.60
- Name key
- christine|pwell
- Address key
- 1042|maple|houston
- Canonical first
- christine
Quality flags
8 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- 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
- 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 |
|---|---|---|---|---|
| CLM-423833 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| PRV-27024 | 0.93 | Scored | — | Auto-linked |
| TPA-60481 | 0.93 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-022861
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Christine Powell, 1984-11-14, 4 records, Verified
Evidence
Matched against CLM-423833
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automaticallyef46ee4fc92026-10-19 19:54:38, matching_agentidentity id MBR-022861, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-423833
- Record linked automaticallyc40c397e132026-10-19 19:52:09, matching_agentidentity id MBR-022861, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-423833
- Record linked automatically02d73948c82026-10-19 19:45:42, matching_agentidentity id MBR-022861, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-423833
- Record linked automatically5dda0182bf2026-10-19 19:32:31, matching_agentidentity id MBR-022861, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-423833
- Record linked automatically1deff5eaf12026-10-19 19:31:28, scoring_agentidentity id MBR-027606, confidence 1, method probabilistic, matched record TPA-60486, policy version 1