Record, CLM, bronze and silver
CLM-432241
Received 2026-09-05T22:04:40Z, line 79,631 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 | PRIIYA | Priiya | Changed |
| Middle | — | — | Unchanged |
| Last name | WILIAMS | Wiliams | Changed |
| Date of birth | 1972-03-23 | 1972-03-23 | Unchanged |
| Gender | Male | M | Parsed |
| Member ID | NULL | — | Cleared |
| SSN | UNKNOWN | — | Cleared |
| Phone | (382) 253-7248 | 3822537248 | Parsed |
| ·null | — | Cleared | |
| Address | 6515 Willow Court | 6515 Willow Ct | Changed |
| City | Charlotte | Charlotte | Unchanged |
| State | ·NC | NC | Changed |
| ZIP | 28247 | 28247 | Unchanged |
| Group | - | — | Cleared |
| Plan | — | — | Unchanged |
- Quality score
- 0.62
- Name key
- priiya|wiliams
- Address key
- 6515|willow|28247
- Canonical first
- priiya
Quality flags
7 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
- 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 |
|---|---|---|---|---|
| CLM-432240 | 0.99 | Scored | — | Auto-linked |
| ENR-142335 | 0.99 | Scored | — | Auto-linked |
| CLM-432242 | 0.99 | Scored | — | Auto-linked |
| CLM-432243 | 0.80 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-033534
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Priya Williams, 1972-03-23, 5 records, Verified
Evidence
Matched against CLM-432240
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.98 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically5d9a6530712026-10-19 19:54:38, scoring_agentidentity id MBR-033534, confidence 0.995, method probabilistic, matched record CLM-432240, policy version 1
- Record linked automatically396e51e0b62026-10-19 19:52:09, scoring_agentidentity id MBR-033534, confidence 0.995, method probabilistic, matched record CLM-432240, policy version 1
- Record linked automaticallya4ca3eaea72026-10-19 19:45:42, scoring_agentidentity id MBR-033534, confidence 0.995, method probabilistic, matched record CLM-432240, policy version 1
- Record linked automaticallyc3656e70be2026-10-19 19:32:31, scoring_agentidentity id MBR-033534, confidence 0.995, method probabilistic, matched record CLM-432240, policy version 1
- Record linked automaticallycb9c4676e42026-10-19 19:31:28, scoring_agentidentity id MBR-037746, confidence 1, method probabilistic, matched record TPA-64100, policy version 1