Record, CLM, bronze and silver
CLM-423900
Received 2026-06-22T20:16:40Z, line 49,168 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 | JOHN | John | Changed |
| Middle | — | — | Unchanged |
| Last name | HAMILTON | Hamilton | Changed |
| Date of birth | 1993-02-07 | 1993-02-07 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | - | — | Cleared |
| SSN | •••-••-5272 | •••-••-5272 | Unchanged |
| Phone | null | — | Cleared |
| john.hamilton53@yahoo.com | john.hamilton53@yahoo.com | Unchanged | |
| Address | — | — | Unchanged |
| City | NULL | — | Cleared |
| State | null | — | Cleared |
| ZIP | ·- | — | Cleared |
| Group | GRP-7655 | GRP-7655 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.94
- Name key
- john|hamilton
- Address key
- —
- Canonical first
- john
Quality flags
3 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters 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
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-023586
- Method
- Scored
- Confidence
- 0.88
- Rule
- weighted score, no rule
Golden record: John Hamilton, 1939-02-07, 3 records, Verified
Evidence
Matched against TPA-60520
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 0.60 | 3.0 | transposition |
| SSN (last four) | 1.00 | 2.5 | |
| 1.00 | 1.5 |
Audit
6 hash-chained entries for this record
- Record linked automaticallyfe2ce625482026-10-22 12:43:54, scoring_agentidentity id MBR-023586, confidence 0.88, method probabilistic, matched record TPA-60520, policy version 1
- Record linked automatically39060bd9e52026-10-19 19:54:38, scoring_agentidentity id MBR-023586, confidence 0.88, method probabilistic, matched record TPA-60520, policy version 1
- Record linked automaticallydfcd6e213f2026-10-19 19:52:09, scoring_agentidentity id MBR-023586, confidence 0.88, method probabilistic, matched record TPA-60520, policy version 1
- Record linked automatically8a21fa015f2026-10-19 19:45:42, scoring_agentidentity id MBR-023586, confidence 0.88, method probabilistic, matched record TPA-60520, policy version 1
- Record linked automatically622ca02f8a2026-10-19 19:32:31, scoring_agentidentity id MBR-023586, confidence 0.88, method probabilistic, matched record TPA-60520, policy version 1
- Record linked automatically4a4a1268c32026-10-19 19:31:28, scoring_agentidentity id MBR-022998, confidence 1, method probabilistic, matched record CLM-423898, policy version 1