Record, CLM , bronze and silver
CLM-405695
Received 2026-08-22T03:42:21Z, line 57,493 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 | KENNETH | Kenneth | Changed |
| Middle | — | — | Unchanged |
| Last name | MEDINA·· | Medina | Changed |
| Date of birth | 03/26/1992 | 1992-03-26 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | UHC-71216-93 | UHC-71216-93 | Unchanged |
| SSN | NULL | — | Cleared |
| Phone | (257) 985-3596 | 2579853596 | Parsed |
| N/A | — | Cleared | |
| Address | 4894 OCEAN AVE | 4894 Ocean Ave | Changed |
| City | Las Vegas | Las Vegas | Unchanged |
| State | ·NV | NV | Changed |
| ZIP | ·89112 | 89112 | Changed |
| Group | GRP-5717 | GRP-5717 | Unchanged |
| Plan | NULL | — | Cleared |
- Quality score
- 0.74
- Name key
- kenneth|medina
- Address key
- 4894|ocean|89112
- Canonical first
- kenneth
Quality flags
7 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- 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
- 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
- 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 |
|---|---|---|---|---|
| TPA-52515 | 1.00 | Scored | — | Auto-linked |
| CLM-405694 | 0.99 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-038498
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Kenneth Medina, 1992-03-26, 3 records, Verified
Evidence
Matched against TPA-52515
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automaticallye844fd2d792026-10-19 19:54:39, scoring_agentidentity id MBR-038498, confidence 1, method probabilistic, matched record TPA-52515, policy version 1
- Record linked automatically00fcf802562026-10-19 19:52:09, scoring_agentidentity id MBR-038498, confidence 1, method probabilistic, matched record TPA-52515, policy version 1
- Record linked automaticallybf28f07e662026-10-19 19:45:42, scoring_agentidentity id MBR-038498, confidence 1, method probabilistic, matched record TPA-52515, policy version 1
- Record linked automatically65fcf95e7c2026-10-19 19:32:31, scoring_agentidentity id MBR-038498, confidence 1, method probabilistic, matched record TPA-52515, policy version 1
- Record linked automatically714e019ee22026-10-19 19:31:28, matching_agentidentity id MBR-037198, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-405696