Record, CLM, bronze and silver
CLM-429659
Received 2026-01-07T13:44:17Z, line 31,022 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 | Peters, Betty | Betty | Changed |
| Middle | P | P | Unchanged |
| Last name | ···· | Peters | Changed |
| Date of birth | ·02/24/71 | 1971-02-24 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | •••-••-1532 | •••-••-1532 | Unchanged |
| Phone | ·2523820369 | 2523820369 | Parsed |
| - | — | Cleared | |
| Address | 6038 Market Street | 6038 Market St | Changed |
| City | Scottsdale | Scottsdale | Unchanged |
| State | ·az | AZ | Changed |
| ZIP | 85229 | 85229 | Unchanged |
| Group | GRP-4470 | GRP-4470 | Unchanged |
| Plan | OPTIONS-PPO | OPTIONS-PPO | Unchanged |
- Quality score
- 0.50
- Name key
- betty|peters
- Address key
- 6038|market|85229
- Canonical first
- betty
Quality flags
7 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- Two-digit birth yearDate of birth carried a two-digit year; century inferred by pivot
- Street suffix standardisedStreet suffix standardised to USPS abbreviation (Street to St, Avenue to Ave, and so on)
- Address re-casedStreet line re-cased and punctuation removed
- State code upper-casedTwo-letter state code upper-cased
- 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-28684 | 1.00 | Scored | — | Auto-linked |
| ENR-138919 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| CLM-429660 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-002090
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Betty Peters, 1971-02-24, 4 records, Verified
Evidence
Matched against PRV-28684
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 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 automatically2f71b6068c2026-10-19 19:54:38, scoring_agentidentity id MBR-002090, confidence 1, method probabilistic, matched record PRV-28684, policy version 1
- Record linked automatically3772714c082026-10-19 19:52:08, scoring_agentidentity id MBR-002090, confidence 1, method probabilistic, matched record PRV-28684, policy version 1
- Record linked automaticallyddbb43f0c42026-10-19 19:45:41, scoring_agentidentity id MBR-002090, confidence 1, method probabilistic, matched record PRV-28684, policy version 1
- Record linked automatically528e30a6562026-10-19 19:32:31, scoring_agentidentity id MBR-002090, confidence 1, method probabilistic, matched record PRV-28684, policy version 1
- Record linked automaticallye8f4f4641a2026-10-19 19:31:28, matching_agentidentity id MBR-005615, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-139168