Record, CLM, bronze and silver
CLM-426818
Received 2026-01-27T03:28:47Z, line 74,506 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 | STAPHANIE | Staphanie | Changed |
| Middle | G | G | Unchanged |
| Last name | WARD | Ward | Changed |
| Date of birth | 1961-08-16 | 1961-08-16 | Unchanged |
| Gender | Female | F | Parsed |
| Member ID | null | — | Cleared |
| SSN | ·null | — | Cleared |
| Phone | 3893373742 | 3893373742 | Unchanged |
| — | — | Unchanged | |
| Address | — | — | Unchanged |
| City | ·- | — | Cleared |
| State | — | — | Unchanged |
| ZIP | - | — | Cleared |
| Group | GRP-9942 | GRP-9942 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.80
- Name key
- staphanie|ward
- Address key
- —
- Canonical first
- staphanie
Quality flags
4 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters 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-61843 | 0.98 | Scored | — | Auto-linked |
| CLM-426817 | 0.98 | Scored | — | Auto-linked |
| ENR-135172 | 0.98 | Scored | — | Auto-linked |
| CLM-426816 | 0.97 | Scored | — | Auto-linked |
| CLM-409820 | 0.67 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-008000
- Method
- Scored
- Confidence
- 0.98
- Rule
- weighted score, no rule
Golden record: Stephanie Ward, 1961-08-16, 5 records, Verified
Evidence
Matched against TPA-61843
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.96 | 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 automaticallyb6af24c6802026-10-19 19:54:38, scoring_agentidentity id MBR-008000, confidence 0.983, method probabilistic, matched record TPA-61843, policy version 1
- Record linked automatically42351361062026-10-19 19:52:09, scoring_agentidentity id MBR-008000, confidence 0.983, method probabilistic, matched record TPA-61843, policy version 1
- Record linked automatically1a215b82f92026-10-19 19:45:42, scoring_agentidentity id MBR-008000, confidence 0.983, method probabilistic, matched record TPA-61843, policy version 1
- Record linked automatically841fa5d7d22026-10-19 19:32:31, scoring_agentidentity id MBR-008000, confidence 0.983, method probabilistic, matched record TPA-61843, policy version 1
- Record linked automaticallycca81e382b2026-10-19 19:31:28, matching_agentidentity id MBR-004352, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-135445