Record, CLM, bronze and silver
CLM-409486
Received 2026-04-03T00:22:36Z, line 43,725 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 | MARGARET | Margaret | Changed |
| Middle | ···· | — | Unchanged |
| Last name | STONE·· | Stone | Changed |
| Date of birth | 1979-11-12 | 1979-11-12 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | UNKNOWN | — | Cleared |
| SSN | •••-••-8197 | •••-••-8197 | Parsed |
| Phone | 5038517790 | 5038517790 | Unchanged |
| margaret.stone@icloud.com | margaret.stone@icloud.com | Unchanged | |
| Address | 5524 PINE DR | 5524 Pine Dr | Changed |
| City | PLANO | Plano | Changed |
| State | TX | TX | Unchanged |
| ZIP | - | — | Cleared |
| Group | N/A | — | Cleared |
| Plan | ·NULL | — | Cleared |
- Quality score
- 0.48
- Name key
- margaret|stone
- Address key
- 5524|pine|plano
- Canonical first
- margaret
Quality flags
8 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- SSN last four extractedLast four digits of SSN extracted from a longer or punctuated value
- 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-54115 | 1.00 | Scored | — | Auto-linked |
| CLM-409484 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| ENR-112485 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| CLM-409485 | 0.93 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-010299
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Margaret Stone, 1979-11-12, 5 records, Verified
Evidence
Matched against TPA-54115
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 |
Audit
5 hash-chained entries for this record
- Record linked automaticallya08448a2f72026-10-19 19:54:38, scoring_agentidentity id MBR-010299, confidence 1, method probabilistic, matched record TPA-54115, policy version 1
- Record linked automatically2fddeca5102026-10-19 19:52:09, scoring_agentidentity id MBR-010299, confidence 1, method probabilistic, matched record TPA-54115, policy version 1
- Record linked automatically0956e0fa642026-10-19 19:45:42, scoring_agentidentity id MBR-010299, confidence 1, method probabilistic, matched record TPA-54115, policy version 1
- Record linked automatically1cca2173102026-10-19 19:32:31, scoring_agentidentity id MBR-010299, confidence 1, method probabilistic, matched record TPA-54115, policy version 1
- Record linked automaticallye834da6e062026-10-19 19:31:28, matching_agentidentity id MBR-025315, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-112505