Record, CLM, bronze and silver
CLM-418650
Received 2026-07-19T04:44:05Z, line 78,023 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 | ·billy | Billy | Changed |
| Middle | — | — | Unchanged |
| Last name | weaver | Weaver | Changed |
| Date of birth | ·05/24/53 | 1953-05-24 | Parsed |
| Gender | Female | F | Parsed |
| Member ID | ·UNKNOWN | — | Cleared |
| SSN | •••-••-3390 | •••-••-3390 | Unchanged |
| Phone | 653.802.2577 | 6538022577 | Parsed |
| billy.weaver@yahoo.com | billy.weaver@yahoo.com | Unchanged | |
| Address | — | — | Unchanged |
| City | ·- | — | Cleared |
| State | - | — | Cleared |
| ZIP | null | — | Cleared |
| Group | GRP-6055 | GRP-6055 | Unchanged |
| Plan | CORE-HMO | CORE-HMO | Unchanged |
- Quality score
- 0.64
- Name key
- william|weaver
- Address key
- —
- Canonical first
- william
Quality flags
6 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Two-digit birth yearDate of birth carried a two-digit year; century inferred by pivot
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code 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 |
|---|---|---|---|---|
| CLM-418649 | 1.00 | Scored | — | Auto-linked |
| TPA-58240 | 1.00 | Scored | — | Auto-linked |
| ENR-124539 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| CLM-418648 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-017422
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Billy Weaver, 1953-05-24, 5 records, Verified
Evidence
Matched against TPA-58240
| 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 automatically723b777f902026-10-19 19:54:38, scoring_agentidentity id MBR-017422, confidence 1, method probabilistic, matched record TPA-58240, policy version 1
- Record linked automatically7d40a73b742026-10-19 19:52:09, scoring_agentidentity id MBR-017422, confidence 1, method probabilistic, matched record TPA-58240, policy version 1
- Record linked automatically150e216a1a2026-10-19 19:45:42, scoring_agentidentity id MBR-017422, confidence 1, method probabilistic, matched record TPA-58240, policy version 1
- Record linked automatically3a08d549d62026-10-19 19:32:31, scoring_agentidentity id MBR-017422, confidence 1, method probabilistic, matched record TPA-58240, policy version 1
- Record linked automaticallyf04c679bd82026-10-19 19:31:28, matching_agentidentity id MBR-020252, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record PRV-25433