Record, CLM, bronze and silver
CLM-415332
Received 2026-05-01T05:41:39Z, line 31,407 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 | Nancy | Nancy | Unchanged |
| Middle | — | — | Unchanged |
| Last name | ·Boyd | Boyd | Changed |
| Date of birth | 04/18/67·· | 1967-04-18 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | null | — | Cleared |
| SSN | •••-••-0428 | •••-••-0428 | Unchanged |
| Phone | (429) 538-2034 | 4295382034 | Parsed |
| — | — | Unchanged | |
| Address | - | — | Cleared |
| City | null | — | Cleared |
| State | — | — | Unchanged |
| ZIP | NULL·· | — | Cleared |
| Group | GRP-9903 | GRP-9903 | Unchanged |
| Plan | CHOICE-PLUS-PPO | CHOICE-PLUS-PPO | Unchanged |
- Quality score
- 0.80
- Name key
- nancy|boyd
- Address key
- —
- Canonical first
- nancy
Quality flags
4 raised during normalisation
- Two-digit birth yearDate of birth carried a two-digit year; century inferred by pivot
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code 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
| Other record | Score | Method | Rule | Decision |
|---|---|---|---|---|
| TPA-56741 | 0.99 | Scored | — | Auto-linked |
| ENR-120213 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-028589
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Nancy Boyd, 1967-04-18, 3 records, Verified
Evidence
Matched against TPA-56741
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.98 | 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 automatically781be2190d2026-10-22 12:43:54, scoring_agentidentity id MBR-028589, confidence 0.993, method probabilistic, matched record TPA-56741, policy version 1
- Record linked automaticallyb27335b0e92026-10-19 19:54:38, scoring_agentidentity id MBR-028589, confidence 0.993, method probabilistic, matched record TPA-56741, policy version 1
- Record linked automatically63707ac74c2026-10-19 19:52:09, scoring_agentidentity id MBR-028589, confidence 0.993, method probabilistic, matched record TPA-56741, policy version 1
- Record linked automatically7154e24fa02026-10-19 19:45:42, scoring_agentidentity id MBR-028589, confidence 0.993, method probabilistic, matched record TPA-56741, policy version 1
- Record linked automatically0e705f23b92026-10-19 19:32:31, scoring_agentidentity id MBR-028589, confidence 0.993, method probabilistic, matched record TPA-56741, policy version 1
- Record linked automaticallycd229605372026-10-19 19:31:28, matching_agentidentity id MBR-022849, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-120088