Record, CLM, bronze and silver
CLM-412601
Received 2026-05-02T23:04:23Z , line 48,338 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 | Crawford | Crawford | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Cheryl·· | Cheryl | Changed |
| Date of birth | 1/26/1953 | 1953-01-26 | Parsed |
| Gender | Female | F | Parsed |
| Member ID | ···· | — | Unchanged |
| SSN | UNKNOWN | — | Cleared |
| Phone | (385) 597-4144 | 3855974144 | Parsed |
| — | — | Unchanged | |
| Address | — | — | Unchanged |
| City | UNKNOWN | — | Cleared |
| State | ·· | — | Unchanged |
| ZIP | - | — | Cleared |
| Group | GRP-4401 | GRP-4401 | Unchanged |
| Plan | OPTIONS-PPO | OPTIONS-PPO | Unchanged |
- Quality score
- 0.78
- Name key
- crawford|cheryl
- Address key
- —
- Canonical first
- crawford
Quality flags
5 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
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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-116557 | 0.98 | Scored | — | Auto-linked |
| CLM-412600 | 0.83 | Scored | — | Sent to steward |
| ENR-116556 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-004854
- Method
- Scored
- Confidence
- 0.98
- Rule
- weighted score, no rule
Golden record: Cheryl Crawford, 1953-01-26, 4 records, Verified
Evidence
Matched against ENR-116557
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.95 | 3.0 | swapped |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 |
Audit
5 hash-chained entries for this record
- Record linked automatically4dd55fb2122026-10-19 19:54:38, scoring_agentidentity id MBR-004854, confidence 0.98, method probabilistic, matched record ENR-116557, policy version 1
- Record linked automaticallyd9ec73b30d2026-10-19 19:52:08, scoring_agentidentity id MBR-004854, confidence 0.98, method probabilistic, matched record ENR-116557, policy version 1
- Record linked automaticallyd23638e30e2026-10-19 19:45:42, scoring_agentidentity id MBR-004854, confidence 0.98, method probabilistic, matched record ENR-116557, policy version 1
- Record linked automaticallyba43efd54d2026-10-19 19:32:31, scoring_agentidentity id MBR-004854, confidence 0.98, method probabilistic, matched record ENR-116557, policy version 1
- Record linked automatically0db97a99b22026-10-19 19:31:28, matching_agentidentity id MBR-022778, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-116688