Record, CLM, bronze and silver
CLM-409823
Received 2026-06-07T00:15:44Z, line 86,175 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 | Frances | Frances | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Graham | Graham | Unchanged |
| Date of birth | 19710422 | 1971-04-22 | Parsed |
| Gender | Female | F | Parsed |
| Member ID | null | — | Cleared |
| SSN | — | — | Unchanged |
| Phone | 464-519-3646 | 4645193646 | Parsed |
| - | — | Cleared | |
| Address | 1867 Ocean Avenue | 1867 Ocean Ave | Changed |
| City | NASHVILLE | Nashville | Changed |
| State | TN | TN | Unchanged |
| ZIP | 37267 | 37267 | Unchanged |
| Group | ·null | — | Cleared |
| Plan | CHOICE-PLUS-PPO | CHOICE-PLUS-PPO | Unchanged |
- Quality score
- 0.62
- Name key
- frances|graham
- Address key
- 1867|ocean|37267
- Canonical first
- frances
Quality flags
7 raised during normalisation
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- 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
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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 |
|---|---|---|---|---|
| ENR-112947 | 1.00 | Scored | — | Auto-linked |
| TPA-54276 | 1.00 | Scored | — | Auto-linked |
| CLM-409822 | 0.94 | Scored | — | Auto-linked |
| PRV-22861 | 0.93 | Scored | — | Auto-linked |
| PRV-22862 | 0.93 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-033925
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Frances Graham, 1971-04-22, 6 records, Verified
Evidence
Matched against ENR-112947
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 |
Audit
5 hash-chained entries for this record
- Record linked automatically9412f9517c2026-10-19 19:54:39, scoring_agentidentity id MBR-033925, confidence 1, method probabilistic, matched record ENR-112947, policy version 1
- Record linked automatically90eec692442026-10-19 19:52:09, scoring_agentidentity id MBR-033925, confidence 1, method probabilistic, matched record ENR-112947, policy version 1
- Record linked automatically70f0a8c0232026-10-19 19:45:42, scoring_agentidentity id MBR-033925, confidence 1, method probabilistic, matched record ENR-112947, policy version 1
- Record linked automatically3c293755ee2026-10-19 19:32:31, scoring_agentidentity id MBR-033925, confidence 1, method probabilistic, matched record ENR-112947, policy version 1
- Record linked automaticallyde9d91a4b22026-10-19 19:31:28, scoring_agentidentity id MBR-028224, confidence 1, method probabilistic, matched record PRV-22919, policy version 1