Record, CLM, bronze and silver
CLM-430654
Received 2026-10-12T23:01:45Z, line 35,219 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 | McCoy, Sandra | Sandra | Changed |
| Middle | ·M | M | Changed |
| Last name | — | McCoy | Changed |
| Date of birth | 1999-11-15 | 1999-11-15 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | null | — | Cleared |
| Phone | (268) 818-3877 | 2688183877 | Parsed |
| N/A | — | Cleared | |
| Address | 2098 CAMELBACK RD | 2098 Camelback Rd | Changed |
| City | SCOTTSDALE | Scottsdale | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | 85282·· | 85282 | Changed |
| Group | ·GRP-1237 | GRP-1237 | Changed |
| Plan | OPTIONS-PPO | OPTIONS-PPO | Unchanged |
- Quality score
- 0.62
- Name key
- sandra|mccoy
- Address key
- 2098|camelback|85282
- Canonical first
- sandra
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
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- 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
- City re-casedCity re-cased to Title Case
- 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-28971 | 1.00 | Scored | — | Auto-linked |
| CLM-430653 | 1.00 | Scored | — | Auto-linked |
| ENR-140245 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-018711
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Sandra McCoy, 1999-11-15, 4 records, Verified
Evidence
Matched against PRV-28971
| 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 automaticallyb49004dda22026-10-19 19:54:38, scoring_agentidentity id MBR-018711, confidence 1, method probabilistic, matched record PRV-28971, policy version 1
- Record linked automatically8211e941982026-10-19 19:52:09, scoring_agentidentity id MBR-018711, confidence 1, method probabilistic, matched record PRV-28971, policy version 1
- Record linked automatically553ed8ff6e2026-10-19 19:45:42, scoring_agentidentity id MBR-018711, confidence 1, method probabilistic, matched record PRV-28971, policy version 1
- Record linked automatically57ac448df82026-10-19 19:32:31, scoring_agentidentity id MBR-018711, confidence 1, method probabilistic, matched record PRV-28971, policy version 1
- Record linked automatically293d2f52652026-10-19 19:31:28, matching_agentidentity id MBR-013283, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-140429