Record, CLM, bronze and silver
CLM-427051
Received 2026-05-31T04:06:57Z, line 4,264 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 | isabella | Isabella | Changed |
| Middle | — | — | Unchanged |
| Last name | singh·· | Singh | Changed |
| Date of birth | 14-11-1949 | 1949-11-14 | Parsed |
| Gender | Male | M | Parsed |
| Member ID | null | — | Cleared |
| SSN | •••-••-2505 | •••-••-2505 | Unchanged |
| Phone | ·916-250-9220 | 9162509220 | Parsed |
| N/A | — | Cleared | |
| Address | 8764 Baseline Road | 8764 Baseline Rd | Changed |
| City | ·COLUMBUS | Columbus | Changed |
| State | OH | OH | Unchanged |
| ZIP | 43296 | 43296 | Unchanged |
| Group | GRP-3794 | GRP-3794 | Unchanged |
| Plan | null | — | Cleared |
- Quality score
- 0.58
- Name key
- isabella|singh
- Address key
- 8764|baseline|43296
- Canonical first
- isabella
Quality flags
9 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
- City re-casedCity re-cased to Title Case
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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-61945 | 1.00 | Scored | — | Auto-linked |
| ENR-135487 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| PRV-27944 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| PRV-27943 | 0.93 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-028304
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Isabella Singh, 1949-11-14, 5 records, Verified
Evidence
Matched against TPA-61945
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically900837acf42026-10-22 12:43:54, scoring_agentidentity id MBR-028304, confidence 1, method probabilistic, matched record TPA-61945, policy version 1
- Record linked automaticallya31b5d01e12026-10-19 19:54:38, scoring_agentidentity id MBR-028304, confidence 1, method probabilistic, matched record TPA-61945, policy version 1
- Record linked automaticallyc34a80a11b2026-10-19 19:52:09, scoring_agentidentity id MBR-028304, confidence 1, method probabilistic, matched record TPA-61945, policy version 1
- Record linked automatically42829eebb12026-10-19 19:45:42, scoring_agentidentity id MBR-028304, confidence 1, method probabilistic, matched record TPA-61945, policy version 1
- Record linked automatically80970197462026-10-19 19:32:31, scoring_agentidentity id MBR-028304, confidence 1, method probabilistic, matched record TPA-61945, policy version 1
- Record linked automatically87629ab9002026-10-19 19:31:28, matching_agentidentity id MBR-009679, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-135784