Record, CLM, bronze and silver
CLM-425215
Received 2026-06-12T21:03:13Z, line 17,547 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 | SOFIA P | Sofia | Changed |
| Middle | — | P | Changed |
| Last name | GUERRERO | Guerrero | Changed |
| Date of birth | 11/24/1958 | 1958-11-24 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | UHC7781477 | UHC-77814-77 | Parsed |
| SSN | NULL | — | Cleared |
| Phone | ·7436579225 | 7436579225 | Parsed |
| null | — | Cleared | |
| Address | N/A | — | Cleared |
| City | ·NULL | — | Cleared |
| State | — | — | Unchanged |
| ZIP | NULL | — | Cleared |
| Group | UNKNOWN | — | Cleared |
| Plan | null | — | Cleared |
- Quality score
- 0.76
- Name key
- sofia|guerrero
- Address key
- —
- Canonical first
- sofia
Quality flags
6 raised during normalisation
- Middle initial moved out of first nameA single middle initial was embedded in the first-name field and moved to middle name
- 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)
- Member ID reformattedMember ID re-hyphenated and upper-cased to the UHC-#####-## pattern
- 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-27408 | 0.99 | Scored | — | Auto-linked |
| TPA-61123 | 0.99 | Scored | — | Auto-linked |
| ENR-132967 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-132968 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| TPA-61122 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-019458
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Soia Guerrero, 1958-11-24, 6 records, Verified
Evidence
Matched against PRV-27408
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.99 | 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 automaticallyadae4573a72026-10-19 19:54:38, scoring_agentidentity id MBR-019458, confidence 0.995, method probabilistic, matched record PRV-27408, policy version 1
- Record linked automaticallye6a487f5552026-10-19 19:52:09, scoring_agentidentity id MBR-019458, confidence 0.995, method probabilistic, matched record PRV-27408, policy version 1
- Record linked automaticallyb1c3375c1d2026-10-19 19:45:42, scoring_agentidentity id MBR-019458, confidence 0.995, method probabilistic, matched record PRV-27408, policy version 1
- Record linked automatically40413134402026-10-19 19:32:31, scoring_agentidentity id MBR-019458, confidence 0.995, method probabilistic, matched record PRV-27408, policy version 1
- Record linked automaticallye9ee77df9e2026-10-19 19:31:28, scoring_agentidentity id MBR-008273, confidence 1, method probabilistic, matched record TPA-61096, policy version 1