Record, CLM , bronze and silver
CLM-429295
Received 2026-04-08T06:59:44Z, line 12,968 of the CLM feed
CLM Scored
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | VALENTINA | Valentina | Changed |
| Middle | ·· | — | Unchanged |
| Last name | ·SINGH | Singh | Changed |
| Date of birth | 1955-11-26 | 1955-11-26 | Unchanged |
| Gender | Female | F | Parsed |
| Member ID | NULL | — | Cleared |
| SSN | NULL | — | Cleared |
| Phone | NULL | — | Cleared |
| NULL | — | Cleared | |
| Address | 4496 UNION STREET | 4496 Union St | Changed |
| City | Dallas | Dallas | Unchanged |
| State | TX | TX | Unchanged |
| ZIP | 75295 | 75295 | Unchanged |
| Group | GRP-8093 | GRP-8093 | Unchanged |
| Plan | CORE-HMO | CORE-HMO | Unchanged |
- Quality score
- 0.64
- Name key
- valentina|singh
- Address key
- 4496|union|75295
- Canonical first
- valentina
Quality flags
6 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Street suffix standardisedStreet suffix standardised to USPS abbreviation (Street to St, Avenue to Ave, and so on)
- Address re-casedStreet line re-cased and punctuation 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 |
|---|---|---|---|---|
| PRV-28601 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-024634
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Valentina Singh, 1955-11-26, 2 records, Verified
Evidence
Matched against PRV-28601
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically3b957bdd542026-10-22 12:43:54, scoring_agentidentity id MBR-024634, confidence 1, method probabilistic, matched record PRV-28601, policy version 1
- Record linked automaticallyb8048a1e6f2026-10-19 19:54:38, scoring_agentidentity id MBR-024634, confidence 1, method probabilistic, matched record PRV-28601, policy version 1
- Record linked automatically4387e16e4f2026-10-19 19:52:09, scoring_agentidentity id MBR-024634, confidence 1, method probabilistic, matched record PRV-28601, policy version 1
- Record linked automaticallyc04f5fd6d32026-10-19 19:45:42, scoring_agentidentity id MBR-024634, confidence 1, method probabilistic, matched record PRV-28601, policy version 1
- Record linked automatically813cb710792026-10-19 19:32:31, scoring_agentidentity id MBR-024634, confidence 1, method probabilistic, matched record PRV-28601, policy version 1
- Record linked automatically83d6c64f692026-10-19 19:31:28, matching_agentidentity id MBR-013550, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-138707