Record, CLM, bronze and silver
CLM-416802
Received 2026-06-07T19:16:47Z, line 89,865 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 | Michelle | Michelle | Unchanged |
| Middle | P. | P | Changed |
| Last name | Reed | Reed | Unchanged |
| Date of birth | 1962-08-23 | 1962-08-23 | Unchanged |
| Gender | ·Male | M | Parsed |
| Member ID | NULL | — | Cleared |
| SSN | — | — | Unchanged |
| Phone | ·(650) 636-9202 | 6506369202 | Parsed |
| N/A | — | Cleared | |
| Address | UNKNOWN | — | Cleared |
| City | ·· | — | Unchanged |
| State | — | — | Unchanged |
| ZIP | null | — | Cleared |
| Group | UNKNOWN | — | Cleared |
| Plan | OPTIONS-PPO | OPTIONS-PPO | Unchanged |
- Quality score
- 0.80
- Name key
- michelle|reed
- Address key
- —
- Canonical first
- michelle
Quality flags
4 raised during normalisation
- 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-122063 | 1.00 | Scored | — | Auto-linked |
| TPA-57407 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-003411
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Michelle Reed, 1962-08-23, 3 records, Verified
Evidence
Matched against ENR-122063
| 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 automaticallyb71350c76d2026-10-19 19:54:38, scoring_agentidentity id MBR-003411, confidence 1, method probabilistic, matched record ENR-122063, policy version 1
- Record linked automaticallyf56c4f30eb2026-10-19 19:52:08, scoring_agentidentity id MBR-003411, confidence 1, method probabilistic, matched record ENR-122063, policy version 1
- Record linked automatically7eb19f0cd02026-10-19 19:45:41, scoring_agentidentity id MBR-003411, confidence 1, method probabilistic, matched record ENR-122063, policy version 1
- Record linked automatically172e47fe052026-10-19 19:32:31, scoring_agentidentity id MBR-003411, confidence 1, method probabilistic, matched record ENR-122063, policy version 1
- Record linked automaticallyb53af56acb2026-10-19 19:31:28, matching_agentidentity id MBR-012629, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-121990