Record, CLM, bronze and silver
CLM-410475
Received 2026-05-25T05:27:09Z, line 59,926 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 | HEATHER | Heather | Changed |
| Middle | — | — | Unchanged |
| Last name | CRAWFORD | Crawford | Changed |
| Date of birth | 1966-01-27 | 1966-01-27 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | ·- | — | Cleared |
| SSN | NULL | — | Cleared |
| Phone | 988-561-8634 | 9885618634 | Parsed |
| N/A | — | Cleared | |
| Address | — | — | Unchanged |
| City | N/A | — | Cleared |
| State | - | — | Cleared |
| ZIP | N/A | — | Cleared |
| Group | GRP-8059 | GRP-8059 | Unchanged |
| Plan | - | — | Cleared |
- Quality score
- 0.92
- Name key
- heather|crawford
- Address key
- —
- Canonical first
- heather
Quality flags
4 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
- 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 |
|---|---|---|---|---|
| ENR-113756 | 1.00 | Scored | — | Auto-linked |
| TPA-54593 | 1.00 | Scored | — | Auto-linked |
| TPA-54592 | 0.84 | Scored | — | Sent to steward |
| PRV-23022 | 0.83 | Scored | — | Sent to steward |
| PRV-20693 | 0.66 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-019055
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Heather Crawford, 1966-01-27, 5 records, Verified
Evidence
Matched against ENR-113756
| 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 automatically5f5185ce9b2026-10-19 19:54:38, scoring_agentidentity id MBR-019055, confidence 1, method probabilistic, matched record ENR-113756, policy version 1
- Record linked automatically4c074132632026-10-19 19:52:09, scoring_agentidentity id MBR-019055, confidence 1, method probabilistic, matched record ENR-113756, policy version 1
- Record linked automatically061c9fe8202026-10-19 19:45:42, scoring_agentidentity id MBR-019055, confidence 1, method probabilistic, matched record ENR-113756, policy version 1
- Record linked automaticallyd8a06f6c172026-10-19 19:32:31, scoring_agentidentity id MBR-019055, confidence 1, method probabilistic, matched record ENR-113756, policy version 1
- Record linked automatically7858b5d9702026-10-19 19:31:28, matching_agentidentity id MBR-009714, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-410476