Record, CLM, bronze and silver
CLM-410851
Received 2026-07-27T20:42:15Z, line 21,331 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 | Thompson, Kayla | Kayla | Changed |
| Middle | D. | D | Changed |
| Last name | — | Thompson | Changed |
| Date of birth | 1963-09-26 | 1963-09-26 | Unchanged |
| Gender | Male | M | Parsed |
| Member ID | UHC-24551-29 | UHC-24551-29 | Unchanged |
| SSN | — | — | Unchanged |
| Phone | (711) 953-8739 | 7119538739 | Parsed |
| - | — | Cleared | |
| Address | 89 Park Place | 89 Park Pl | Changed |
| City | Mesa | Mesa | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85276 | 85276 | Unchanged |
| Group | - | — | Cleared |
| Plan | OPTIONS-PPO | OPTIONS-PPO | Unchanged |
- Quality score
- 0.52
- Name key
- kayla|thompson
- Address key
- 89|park|85276
- Canonical first
- kayla
Quality flags
6 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- 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
- 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-410852 | 1.00 | Scored | — | Auto-linked |
| TPA-54760 | 1.00 | Scored | — | Auto-linked |
| CLM-410853 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-114236 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-009235
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Kayla Thompson, 1963-09-26, 5 records, Verified
Evidence
Matched against TPA-54760
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 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 automatically8bad25d7d32026-10-19 19:54:38, scoring_agentidentity id MBR-009235, confidence 1, method probabilistic, matched record TPA-54760, policy version 1
- Record linked automatically92b1fa61012026-10-19 19:52:09, scoring_agentidentity id MBR-009235, confidence 1, method probabilistic, matched record TPA-54760, policy version 1
- Record linked automatically7156ddfff52026-10-19 19:45:42, scoring_agentidentity id MBR-009235, confidence 1, method probabilistic, matched record TPA-54760, policy version 1
- Record linked automatically112ec3eee22026-10-19 19:32:31, scoring_agentidentity id MBR-009235, confidence 1, method probabilistic, matched record TPA-54760, policy version 1
- Record linked automaticallyb3b82304a22026-10-19 19:31:28, scoring_agentidentity id MBR-035744, confidence 1, method probabilistic, matched record PRV-23222, policy version 1