Record, CLM, bronze and silver
CLM-409699
Received 2026-01-21T22:55:47Z, line 31,357 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 | Lori | Lori | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Crawford | Crawford | Unchanged |
| Date of birth | 1975-11-02 | 1975-11-02 | Unchanged |
| Gender | N/A | — | Cleared |
| Member ID | NULL | — | Cleared |
| SSN | UNKNOWN | — | Cleared |
| Phone | 706.694.6978 | 7066946978 | Parsed |
| NULL | — | Cleared | |
| Address | N/A | — | Cleared |
| City | — | — | Unchanged |
| State | — | — | Unchanged |
| ZIP | UNKNOWN | — | Cleared |
| Group | GRP-3802 | GRP-3802 | Unchanged |
| Plan | CORE-HMO | CORE-HMO | Unchanged |
- Quality score
- 0.96
- Name key
- lori|crawford
- Address key
- —
- Canonical first
- lori
Quality flags
2 raised during normalisation
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- 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-112757 | 0.98 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-006516
- Method
- Scored
- Confidence
- 0.98
- Rule
- weighted score, no rule
Golden record: Crawford Lori, 1975-11-02, 2 records, Verified
Evidence
Matched against ENR-112757
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.95 | 3.0 | swapped |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 |
Audit
6 hash-chained entries for this record
- Record linked automaticallyd87f12df092026-10-22 12:43:53, scoring_agentidentity id MBR-006516, confidence 0.98, method probabilistic, matched record ENR-112757, policy version 1
- Record linked automaticallyf8e63475162026-10-19 19:54:38, scoring_agentidentity id MBR-006516, confidence 0.98, method probabilistic, matched record ENR-112757, policy version 1
- Record linked automatically1c61e57e032026-10-19 19:52:09, scoring_agentidentity id MBR-006516, confidence 0.98, method probabilistic, matched record ENR-112757, policy version 1
- Record linked automatically1e98a3c5d52026-10-19 19:45:42, scoring_agentidentity id MBR-006516, confidence 0.98, method probabilistic, matched record ENR-112757, policy version 1
- Record linked automaticallye0ecdd7c852026-10-19 19:32:31, scoring_agentidentity id MBR-006516, confidence 0.98, method probabilistic, matched record ENR-112757, policy version 1
- Record linked automatically82788eefae2026-10-19 19:31:28, scoring_agentidentity id MBR-010355, confidence 1, method probabilistic, matched record TPA-54312, policy version 1