Record, CLM , bronze and silver
CLM-431689
Received 2026-01-07T13:00:38Z, line 81,865 of the CLM feed
CLM Scored
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | Richards, Jacqueline | Jacqueline | Changed |
| Middle | — | — | Unchanged |
| Last name | ·· | Richards | Changed |
| Date of birth | 2004-09-10 | 2004-09-10 | Unchanged |
| Gender | Male | M | Parsed |
| Member ID | - | — | Cleared |
| SSN | •••-••-8325 | •••-••-8325 | Parsed |
| Phone | 2060718 | — | Cleared |
| N/A | — | Cleared | |
| Address | 2754 Main Street | 2754 Main St | Changed |
| City | Dallas | Dallas | Unchanged |
| State | TX | TX | Unchanged |
| ZIP | 75298 | 75298 | Unchanged |
| Group | GRP-5791 | GRP-5791 | Unchanged |
| Plan | SELECT-EPO | SELECT-EPO | Unchanged |
- Quality score
- 0.24
- Name key
- jacqueline|richards
- Address key
- 2754|main|75298
- Canonical first
- jacqueline
Quality flags
8 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- Phone missing area codePhone had only seven digits (no area code); cleared
- 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
- 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-63988 | 1.00 | Scored | — | Auto-linked |
| PRV-29263 | 1.00 | Scored | — | Auto-linked |
| ENR-141587 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| CLM-431690 | 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 |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically6b3e6855d22026-10-19 19:54:38, scoring_agentidentity id MBR-002078, confidence 1, method probabilistic, matched record TPA-63988, policy version 1
- Record linked automatically10eac119cc2026-10-19 19:52:08, scoring_agentidentity id MBR-002078, confidence 1, method probabilistic, matched record TPA-63988, policy version 1
- Record linked automatically98e25747782026-10-19 19:45:41, scoring_agentidentity id MBR-002078, confidence 1, method probabilistic, matched record TPA-63988, policy version 1
- Record linked automatically609dffbb022026-10-19 19:32:31, scoring_agentidentity id MBR-002078, confidence 1, method probabilistic, matched record TPA-63988, policy version 1
- Record linked automatically49b8dd4cbe2026-10-19 19:31:28, matching_agentidentity id MBR-015685, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-431688