Record, CLM, bronze and silver
CLM-400738
Received 2026-07-08T15:20:37Z, line 36,911 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 | ·Shirley | Shirley | Changed |
| Middle | — | — | Unchanged |
| Last name | Bell·· | Bell | Changed |
| Date of birth | 11/04/1971 | 1971-11-04 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | — | — | Unchanged |
| Phone | 7685891733·· | 7685891733 | Parsed |
| shirley.bell22@hotmail.com | shirley.bell22@hotmail.com | Unchanged | |
| Address | 8891 Washington Street | 8891 Washington St | Changed |
| City | Houston | Houston | Unchanged |
| State | tx | TX | Changed |
| ZIP | NULL | — | Cleared |
| Group | NULL·· | — | Cleared |
| Plan | — | — | Unchanged |
- Quality score
- 0.62
- Name key
- shirley|bell
- Address key
- 8891|washington|houston
- Canonical first
- shirley
Quality flags
7 raised during normalisation
- 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
- State code upper-casedTwo-letter state code upper-cased
- 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
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-037759
- Method
- Scored
- Confidence
- 0.94
- Rule
- weighted score, no rule
Golden record: Shirley Bell, 1971-11-04, 3 records, Verified
Evidence
Matched against TPA-50341
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 0.70 | 2.0 | street_match |
Audit
6 hash-chained entries for this record
- Record linked automatically2d9977d6062026-10-22 12:43:55, scoring_agentidentity id MBR-037759, confidence 0.937, method probabilistic, matched record TPA-50341, policy version 1
- Record linked automaticallyfe28cc64232026-10-19 19:54:39, scoring_agentidentity id MBR-037759, confidence 0.937, method probabilistic, matched record TPA-50341, policy version 1
- Record linked automatically2f2b10897b2026-10-19 19:52:09, scoring_agentidentity id MBR-037759, confidence 0.937, method probabilistic, matched record TPA-50341, policy version 1
- Record linked automatically1647192fc22026-10-19 19:45:42, scoring_agentidentity id MBR-037759, confidence 0.937, method probabilistic, matched record TPA-50341, policy version 1
- Record linked automatically6650f15ccf2026-10-19 19:32:31, scoring_agentidentity id MBR-037759, confidence 0.937, method probabilistic, matched record TPA-50341, policy version 1
- Record linked automatically383d3481202026-10-19 19:31:28, scoring_agentidentity id MBR-001703, confidence 1, method probabilistic, matched record TPA-50306, policy version 1