Record, CLM, bronze and silver
CLM-432149
Received 2026-03-10T23:53:56Z, line 77,948 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 | ·BENJAMIN | Benjamin | Changed |
| Middle | — | — | Unchanged |
| Last name | COOPER | Cooper | Changed |
| Date of birth | 1968-06-14 | 1968-06-14 | Unchanged |
| Gender | Female | F | Parsed |
| Member ID | — | — | Unchanged |
| SSN | - | — | Cleared |
| Phone | 489.441.1550 | 4894411550 | Parsed |
| NULL | — | Cleared | |
| Address | - | — | Cleared |
| City | — | — | Unchanged |
| State | null | — | Cleared |
| ZIP | N/A | — | Cleared |
| Group | GRP-2790 | GRP-2790 | Unchanged |
| Plan | NULL | — | Cleared |
- Quality score
- 0.78
- Name key
- benjamin|cooper
- Address key
- —
- Canonical first
- benjamin
Quality flags
5 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code 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 |
|---|---|---|---|---|
| ENR-142230 | 1.00 | Scored | — | Auto-linked |
| TPA-64200 | 0.99 | Scored | — | Auto-linked |
| CLM-432150 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-004199
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Benjamin Cooper, 1968-06-14, 4 records, Verified
Evidence
Matched against ENR-142230
| 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 automatically7cbea3188d2026-10-19 19:54:38, scoring_agentidentity id MBR-004199, confidence 1, method probabilistic, matched record ENR-142230, policy version 1
- Record linked automaticallye2218b7bc92026-10-19 19:52:08, scoring_agentidentity id MBR-004199, confidence 1, method probabilistic, matched record ENR-142230, policy version 1
- Record linked automaticallye0619785552026-10-19 19:45:42, scoring_agentidentity id MBR-004199, confidence 1, method probabilistic, matched record ENR-142230, policy version 1
- Record linked automaticallyf486e77a352026-10-19 19:32:31, scoring_agentidentity id MBR-004199, confidence 1, method probabilistic, matched record ENR-142230, policy version 1
- Record linked automatically9c825b64502026-10-19 19:31:28, scoring_agentidentity id MBR-021389, confidence 1, method probabilistic, matched record CLM-432148, policy version 1