Record, CLM, bronze and silver
CLM-400721
Received 2026-01-18T11:57:46Z, line 61,989 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 | gary | Gary | Changed |
| Middle | O. | O | Changed |
| Last name | arnold·· | Arnold | Changed |
| Date of birth | 8/1/1996 | 1996-08-01 | Parsed |
| Gender | ·· | — | Unchanged |
| Member ID | UHC-90858-30 | UHC-90858-30 | Unchanged |
| SSN | •••-••-0534 | •••-••-0534 | Unchanged |
| Phone | UNKNOWN | — | Cleared |
| - | — | Cleared | |
| Address | 4541 BASELINE ROAD | 4541 Baseline Rd | Changed |
| City | Dallas | Dallas | Unchanged |
| State | TX | TX | Unchanged |
| ZIP | 75246 | 75246 | Unchanged |
| Group | NULL | — | Cleared |
| Plan | N/A | — | Cleared |
- Quality score
- 0.76
- Name key
- gary|arnold
- Address key
- 4541|baseline|75246
- Canonical first
- gary
Quality flags
6 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)
- 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
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-005506
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Gary Arnold, 1996-08-01, 3 records, Verified
Evidence
Matched against TPA-50328
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically3ee5a17df72026-10-22 12:43:53, scoring_agentidentity id MBR-005506, confidence 1, method probabilistic, matched record TPA-50328, policy version 1
- Record linked automaticallyf8a27d62af2026-10-19 19:54:38, scoring_agentidentity id MBR-005506, confidence 1, method probabilistic, matched record TPA-50328, policy version 1
- Record linked automaticallya44095139b2026-10-19 19:52:08, scoring_agentidentity id MBR-005506, confidence 1, method probabilistic, matched record TPA-50328, policy version 1
- Record linked automaticallyb7dfcd62792026-10-19 19:45:42, scoring_agentidentity id MBR-005506, confidence 1, method probabilistic, matched record TPA-50328, policy version 1
- Record linked automatically73d8178ce32026-10-19 19:32:31, scoring_agentidentity id MBR-005506, confidence 1, method probabilistic, matched record TPA-50328, policy version 1
- Record linked automatically836f9bd9392026-10-19 19:31:28, matching_agentidentity id MBR-006230, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-101009