Record, CLM, bronze and silver
CLM-431690
Received 2026-10-17T15:19:10Z, line 4,177 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 | jacqueline | Jacqueline | Changed |
| Middle | — | — | Unchanged |
| Last name | richards | Richards | Changed |
| Date of birth | 2004-09-10 | 2004-09-10 | Unchanged |
| Gender | UNKNOWN | — | Cleared |
| Member ID | null | — | Cleared |
| SSN | •••-••-8325 | •••-••-8325 | Unchanged |
| Phone | 2060718 | — | Cleared |
| JACQUELINE.RICHARDS8@ICLOUD.COM | jacqueline.richards8@icloud.com | Changed | |
| Address | 2754 Main Street | 2754 Main St | Changed |
| City | ·DALLAS | Dallas | Changed |
| State | ·TX | TX | Changed |
| ZIP | 75298·· | 75298 | Changed |
| Group | NULL | — | Cleared |
| Plan | N/A | — | Cleared |
- Quality score
- 0.60
- Name key
- jacqueline|richards
- Address key
- 2754|main|75298
- Canonical first
- jacqueline
Quality flags
8 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Phone missing area codePhone had only seven digits (no area code); cleared
- 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
- Email lower-casedEmail lower-cased
- 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-63988 | 1.00 | Scored | — | Auto-linked |
| PRV-29263 | 1.00 | Scored | — | Auto-linked |
| CLM-431689 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| ENR-141587 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-002078
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Jacqueline Richards, 2004-09-10, 5 records, Verified
Evidence
Matched against TPA-63988
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| 1.00 | 1.5 | ||
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automaticallyf945fd96482026-10-19 19:54:38, scoring_agentidentity id MBR-002078, confidence 1, method probabilistic, matched record TPA-63988, policy version 1
- Record linked automatically19bda2feaf2026-10-19 19:52:08, scoring_agentidentity id MBR-002078, confidence 1, method probabilistic, matched record TPA-63988, policy version 1
- Record linked automaticallya8ab19f7082026-10-19 19:45:41, scoring_agentidentity id MBR-002078, confidence 1, method probabilistic, matched record TPA-63988, policy version 1
- Record linked automaticallyc20e56d6042026-10-19 19:32:31, scoring_agentidentity id MBR-002078, confidence 1, method probabilistic, matched record TPA-63988, policy version 1
- Record linked automatically06499ce1312026-10-19 19:31:28, matching_agentidentity id MBR-015685, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-431688