Record, CLM, bronze and silver
CLM-426184
Received 2026-06-23T19:10:38Z, line 21,777 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 | ·JESSICA | Jessica | Changed |
| Middle | B | B | Unchanged |
| Last name | PIERCE | Pierce | Changed |
| Date of birth | 1960-03-20 | 1960-03-20 | Unchanged |
| Gender | Female | F | Parsed |
| Member ID | null | — | Cleared |
| SSN | •••-••-3510 | •••-••-3510 | Unchanged |
| Phone | null | — | Cleared |
| N/A | — | Cleared | |
| Address | 1226 JEFFERSON AVENUE | 1226 Jefferson Ave | Changed |
| City | LOS ANGELES | Los Angeles | Changed |
| State | CA | CA | Unchanged |
| ZIP | 90020 | 90020 | Unchanged |
| Group | GRP-7668 | GRP-7668 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.62
- Name key
- jessica|pierce
- Address key
- 1226|jefferson|90020
- Canonical first
- jessica
Quality flags
7 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters 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-61558 | 1.00 | Scored | — | Auto-linked |
| TPA-61557 | 1.00 | Scored | — | Auto-linked |
| CLM-426183 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-017965
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Jessica Pierce, 1960-03-20, 4 records, Verified
Evidence
Matched against TPA-61557
| 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 automaticallyc8638f375f2026-10-22 12:43:54, scoring_agentidentity id MBR-017965, confidence 1, method probabilistic, matched record TPA-61557, policy version 1
- Record linked automatically185f394e672026-10-19 19:54:38, scoring_agentidentity id MBR-017965, confidence 1, method probabilistic, matched record TPA-61557, policy version 1
- Record linked automaticallyae6222ab9d2026-10-19 19:52:09, scoring_agentidentity id MBR-017965, confidence 1, method probabilistic, matched record TPA-61557, policy version 1
- Record linked automaticallya6b22ec48b2026-10-19 19:45:42, scoring_agentidentity id MBR-017965, confidence 1, method probabilistic, matched record TPA-61557, policy version 1
- Record linked automatically2dc2cf718c2026-10-19 19:32:31, scoring_agentidentity id MBR-017965, confidence 1, method probabilistic, matched record TPA-61557, policy version 1
- Record linked automatically9cdc8f1a3f2026-10-19 19:31:28, matching_agentidentity id MBR-001306, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-426183