Record, CLM, bronze and silver
CLM-400818
Received 2026-08-12T23:01:32Z, line 60,623 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 | Danielle·· | Danielle | Changed |
| Middle | K. | K | Changed |
| Last name | Soto | Soto | Unchanged |
| Date of birth | 1989-11-01 | 1989-11-01 | Unchanged |
| Gender | Male | M | Parsed |
| Member ID | UHC-26317-10 | UHC-26317-10 | Unchanged |
| SSN | •••-••-4221 | •••-••-4221 | Unchanged |
| Phone | 710-981-8547 | 7109818547 | Parsed |
| N/A | — | Cleared | |
| Address | ···· | — | Unchanged |
| City | N/A | — | Cleared |
| State | UNKNOWN | — | Cleared |
| ZIP | ·NULL | — | Cleared |
| Group | GRP-1254 | GRP-1254 | Unchanged |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.80
- Name key
- danielle|soto
- Address key
- —
- Canonical first
- danielle
Quality flags
4 raised during normalisation
- 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 |
|---|---|---|---|---|
| PRV-20255 | 1.00 | Scored | — | Auto-linked |
| CLM-400819 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-019075
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Danielle Soto, 1989-11-01, 3 records, Verified
Evidence
Matched against PRV-20255
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 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 automatically1efc9b53e72026-10-22 12:43:54, scoring_agentidentity id MBR-019075, confidence 1, method probabilistic, matched record PRV-20255, policy version 1
- Record linked automatically681077b3482026-10-19 19:54:38, scoring_agentidentity id MBR-019075, confidence 1, method probabilistic, matched record PRV-20255, policy version 1
- Record linked automaticallydd0c2748bf2026-10-19 19:52:09, scoring_agentidentity id MBR-019075, confidence 1, method probabilistic, matched record PRV-20255, policy version 1
- Record linked automaticallye765616ac82026-10-19 19:45:42, scoring_agentidentity id MBR-019075, confidence 1, method probabilistic, matched record PRV-20255, policy version 1
- Record linked automatically7b1e6bae522026-10-19 19:32:31, scoring_agentidentity id MBR-019075, confidence 1, method probabilistic, matched record PRV-20255, policy version 1
- Record linked automaticallydadc97a1172026-10-19 19:31:28, matching_agentidentity id MBR-000909, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-101133