Record, CLM, bronze and silver
CLM-411671
Received 2026-01-24T20:23:47Z, line 26,669 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 | DONNA | Donna | Changed |
| Middle | ·I | I | Changed |
| Last name | STEPHENS | Stephens | Changed |
| Date of birth | 1984-03-07 | 1984-03-07 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | N/A | — | Cleared |
| Phone | 5458276708 | 5458276708 | Unchanged |
| N/A | — | Cleared | |
| Address | 1758 Mountain View Drive | 1758 Mountain View Dr | Changed |
| City | Plano | Plano | Unchanged |
| State | TX | TX | Unchanged |
| ZIP | 75067 | 75067 | Unchanged |
| Group | GRP-7778 | GRP-7778 | Unchanged |
| Plan | CHOICE-PLUS-PPO | CHOICE-PLUS-PPO | Unchanged |
- Quality score
- 0.80
- Name key
- donna|stephens
- Address key
- 1758|mountain view|75067
- Canonical first
- donna
Quality flags
4 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
- 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-411670 | 1.00 | Scored | — | Auto-linked |
| ENR-115376 | 1.00 | Scored | — | Auto-linked |
| TPA-55153 | 1.00 | Scored | — | Auto-linked |
| ENR-115377 | 0.99 | Scored | — | Auto-linked |
| CLM-411672 | 0.98 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-007193
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Donna Stephens, 1984-03-07, 6 records, Verified
Evidence
Matched against TPA-55153
| 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 automatically4fb82d13502026-10-19 19:54:38, scoring_agentidentity id MBR-007193, confidence 1, method probabilistic, matched record TPA-55153, policy version 1
- Record linked automatically4d8f53034d2026-10-19 19:52:09, scoring_agentidentity id MBR-007193, confidence 1, method probabilistic, matched record TPA-55153, policy version 1
- Record linked automatically6fc27cb6c82026-10-19 19:45:42, scoring_agentidentity id MBR-007193, confidence 1, method probabilistic, matched record TPA-55153, policy version 1
- Record linked automaticallyb507e1f5e02026-10-19 19:32:31, scoring_agentidentity id MBR-007193, confidence 1, method probabilistic, matched record TPA-55153, policy version 1
- Record linked automatically57aed239d62026-10-19 19:31:28, scoring_agentidentity id MBR-014235, confidence 1, method probabilistic, matched record ENR-115487, policy version 1