Record, CLM, bronze and silver
CLM-429786
Received 2026-05-02T01:33:28Z, line 1,842 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 | RAMIREZ | Ramirez | Changed |
| Date of birth | 02/13/84 | 1984-02-13 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | — | — | Unchanged |
| Phone | 17002360098 | 7002360098 | Parsed |
| HEATHER.RAMIREZ65@HOTMAIL.COM | heather.ramirez65@hotmail.com | Changed | |
| Address | N/A·· | — | Cleared |
| City | N/A | — | Cleared |
| State | — | — | Unchanged |
| ZIP | NULL | — | Cleared |
| Group | - | — | Cleared |
| Plan | NULL | — | Cleared |
- Quality score
- 0.78
- Name key
- heather|ramirez
- Address key
- —
- Canonical first
- heather
Quality flags
5 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Two-digit birth yearDate of birth carried a two-digit year; century inferred by pivot
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- Email lower-casedEmail lower-cased
- 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 |
|---|---|---|---|---|
| TPA-63150 | 1.00 | Scored | — | Auto-linked |
| CLM-429785 | 1.00 | Scored | — | Auto-linked |
| CLM-429787 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-004659
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Heather Ramirez, 1984-02-13, 4 records, Verified
Evidence
Matched against CLM-429785
| 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 automaticallyefb2b6dac92026-10-19 19:54:38, scoring_agentidentity id MBR-004659, confidence 1, method probabilistic, matched record CLM-429785, policy version 1
- Record linked automatically86109a330d2026-10-19 19:52:08, scoring_agentidentity id MBR-004659, confidence 1, method probabilistic, matched record CLM-429785, policy version 1
- Record linked automatically1a94acf0a32026-10-19 19:45:42, scoring_agentidentity id MBR-004659, confidence 1, method probabilistic, matched record CLM-429785, policy version 1
- Record linked automatically5cc4219d262026-10-19 19:32:31, scoring_agentidentity id MBR-004659, confidence 1, method probabilistic, matched record CLM-429785, policy version 1
- Record linked automatically21fa5fd2592026-10-19 19:31:28, matching_agentidentity id MBR-014932, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-139341