Record, CLM, bronze and silver
CLM-413927
Received 2026-06-23T19:13:49Z, line 16,795 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 | SEAN | Sean | Changed |
| Middle | — | — | Unchanged |
| Last name | TUCKER | Tucker | Changed |
| Date of birth | 1984-10-08 | 1984-10-08 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | UNKNOWN | — | Cleared |
| SSN | — | — | Unchanged |
| Phone | 9617208 | — | Cleared |
| — | — | Unchanged | |
| Address | 4906 Sage Court | 4906 Sage Ct | Changed |
| City | Gilbert | Gilbert | Unchanged |
| State | ·AZ | AZ | Changed |
| ZIP | 85263 | 85263 | Unchanged |
| Group | GRP-7811 | GRP-7811 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.64
- Name key
- sean|tucker
- Address key
- 4906|sage|85263
- Canonical first
- sean
Quality flags
6 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
- 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-56142 | 1.00 | Scored | — | Auto-linked |
| CLM-413928 | 1.00 | Scored | — | Auto-linked |
| TPA-56141 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-007943
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Sean Tucker, 1984-10-08, 4 records, Verified
Evidence
Matched against TPA-56142
| 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 automaticallyba0641dd742026-10-19 19:54:38, scoring_agentidentity id MBR-007943, confidence 1, method probabilistic, matched record TPA-56142, policy version 1
- Record linked automatically0c07c222c42026-10-19 19:52:09, scoring_agentidentity id MBR-007943, confidence 1, method probabilistic, matched record TPA-56142, policy version 1
- Record linked automaticallye71e58741a2026-10-19 19:45:42, scoring_agentidentity id MBR-007943, confidence 1, method probabilistic, matched record TPA-56142, policy version 1
- Record linked automatically78bbacbc9a2026-10-19 19:32:31, scoring_agentidentity id MBR-007943, confidence 1, method probabilistic, matched record TPA-56142, policy version 1
- Record linked automatically99ae68b8222026-10-19 19:31:28, matching_agentidentity id MBR-030802, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-118314