Record, CLM, bronze and silver
CLM-404700
Received 2026-03-31T10:23:26Z, line 34,526 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 | Juseph | Juseph | Unchanged |
| Middle | — | — | Unchanged |
| Last name | OBrien | Obrien | Changed |
| Date of birth | 1978-10-10 | 1978-10-10 | Unchanged |
| Gender | - | — | Cleared |
| Member ID | null | — | Cleared |
| SSN | — | — | Unchanged |
| Phone | 6749279236 | 6749279236 | Unchanged |
| joseph.obrien34@yahoo.com | joseph.obrien34@yahoo.com | Unchanged | |
| Address | 464 Forest Ave | 464 Forest Ave | Unchanged |
| City | JACKSONVILLE | Jacksonville | Changed |
| State | FL | FL | Unchanged |
| ZIP | 32266 | 32266 | Unchanged |
| Group | GRP-2985 | GRP-2985 | Unchanged |
| Plan | OPTIONS-PPO | OPTIONS-PPO | Unchanged |
- Quality score
- 0.94
- Name key
- juseph|obrien
- Address key
- 464|forest|32266
- Canonical first
- juseph
Quality flags
3 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- City re-casedCity re-cased to Title Case
- 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-404702 | 0.99 | Scored | — | Auto-linked |
| CLM-404701 | 0.98 | Scored | — | Auto-linked |
| ENR-106195 | 0.78 | Scored | — | Sent to steward |
| ENR-106194 | 0.76 | Scored | — | Sent to steward |
| CLM-404703 | 0.73 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-023190
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Joseph Obrien, 1978-10-10, 6 records, Verified
Evidence
Matched against CLM-404702
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.96 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically52cde8a6162026-10-19 19:54:38, scoring_agentidentity id MBR-023190, confidence 0.987, method probabilistic, matched record CLM-404702, policy version 1
- Record linked automatically6651d785592026-10-19 19:52:09, scoring_agentidentity id MBR-023190, confidence 0.987, method probabilistic, matched record CLM-404702, policy version 1
- Record linked automatically7852391d832026-10-19 19:45:42, scoring_agentidentity id MBR-023190, confidence 0.987, method probabilistic, matched record CLM-404702, policy version 1
- Record linked automatically02e9e8f43d2026-10-19 19:32:31, scoring_agentidentity id MBR-023190, confidence 0.987, method probabilistic, matched record CLM-404702, policy version 1
- Record linked automatically7ce3da4d7d2026-10-19 19:31:28, scoring_agentidentity id MBR-013205, confidence 1, method probabilistic, matched record TPA-52086, policy version 1