Record, CLM, bronze and silver
CLM-423946
Received 2026-09-05T18:11:07Z, line 90,828 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 | SANDRA | Sandra | Changed |
| Middle | — | — | Unchanged |
| Last name | REED | Reed | Changed |
| Date of birth | 1985-04-05 | 1985-04-05 | Unchanged |
| Gender | ·F | F | Parsed |
| Member ID | ···· | — | Unchanged |
| SSN | null | — | Cleared |
| Phone | 421.761.0275 | 4217610275 | Parsed |
| - | — | Cleared | |
| Address | 4807 Central Avenue | 4807 Central Ave | Changed |
| City | Columbus | Columbus | Unchanged |
| State | oh | OH | Changed |
| ZIP | 43264 | 43264 | Unchanged |
| Group | — | — | Unchanged |
| Plan | NULL | — | Cleared |
- Quality score
- 0.74
- Name key
- sandra|reed
- Address key
- 4807|central|43264
- Canonical first
- sandra
Quality flags
7 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- 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
- 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 |
|---|---|---|---|---|
| TPA-60538 | 1.00 | Scored | — | Auto-linked |
| ENR-131317 | 1.00 | Scored | — | Auto-linked |
| ENR-131316 | 1.00 | Scored | — | Auto-linked |
| CLM-423945 | 1.00 | Scored | — | Auto-linked |
| CLM-423947 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-007012
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Sandra Reed, 1985-04-05, 6 records, Verified
Evidence
Matched against ENR-131317
| 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
4 hash-chained entries for this record
- Record linked automatically721c5bc51c2026-10-19 19:54:38, scoring_agentidentity id MBR-007012, confidence 1, method probabilistic, matched record ENR-131317, policy version 1
- Record linked automaticallyd918e49c002026-10-19 19:52:09, scoring_agentidentity id MBR-007012, confidence 1, method probabilistic, matched record ENR-131317, policy version 1
- Record linked automaticallyae29488c8b2026-10-19 19:45:42, scoring_agentidentity id MBR-007012, confidence 1, method probabilistic, matched record ENR-131317, policy version 1
- Record linked automatically8249e51d9a2026-10-19 19:32:31, scoring_agentidentity id MBR-007012, confidence 1, method probabilistic, matched record ENR-131317, policy version 1