Record, CLM, bronze and silver
CLM-416828
Received 2026-02-25T16:13:38Z, line 88,559 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 | jessica·· | Jessica | Changed |
| Middle | M | M | Unchanged |
| Last name | campball | Campball | Changed |
| Date of birth | 5/4/1970 | 1970-05-04 | Parsed |
| Gender | Female | F | Parsed |
| Member ID | UHC-90907-81 | UHC-90907-81 | Unchanged |
| SSN | null | — | Cleared |
| Phone | 4142670478 | 4142670478 | Unchanged |
| — | — | Unchanged | |
| Address | — | — | Unchanged |
| City | — | — | Unchanged |
| State | null | — | Cleared |
| ZIP | — | — | Unchanged |
| Group | GRP-5583 | GRP-5583 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.78
- Name key
- jessica|campball
- Address key
- —
- Canonical first
- jessica
Quality flags
5 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- 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
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-015817
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Jessica Campbell, 1970-05-04, 3 records, Verified
Evidence
Matched against PRV-24976
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.97 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 |
Audit
6 hash-chained entries for this record
- Record linked automaticallyb2a28330c42026-10-22 12:43:54, scoring_agentidentity id MBR-015817, confidence 0.988, method probabilistic, matched record PRV-24976, policy version 1
- Record linked automaticallyb7d07f25562026-10-19 19:54:38, scoring_agentidentity id MBR-015817, confidence 0.988, method probabilistic, matched record PRV-24976, policy version 1
- Record linked automatically0eea9fee0e2026-10-19 19:52:09, scoring_agentidentity id MBR-015817, confidence 0.988, method probabilistic, matched record PRV-24976, policy version 1
- Record linked automaticallyd705043cb22026-10-19 19:45:42, scoring_agentidentity id MBR-015817, confidence 0.988, method probabilistic, matched record PRV-24976, policy version 1
- Record linked automaticallybe8310f6802026-10-19 19:32:31, scoring_agentidentity id MBR-015817, confidence 0.988, method probabilistic, matched record PRV-24976, policy version 1
- Record linked automatically41656a9afe2026-10-19 19:31:28, scoring_agentidentity id MBR-018990, confidence 1, method probabilistic, matched record TPA-57353, policy version 1