Record, CLM, bronze and silver
CLM-407547
Received 2026-05-25T14:59:05Z, line 53,060 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 | Bruce | Bruce | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Sanchez | Sanchez | Unchanged |
| Date of birth | 12/13/1966 | 1966-12-13 | Parsed |
| Gender | Female | F | Parsed |
| Member ID | UHC6794739 | UHC-67947-39 | Parsed |
| SSN | - | — | Cleared |
| Phone | 9409483206 | 9409483206 | Unchanged |
| — | — | Unchanged | |
| Address | 9891 Highland Avenue | 9891 Highland Ave | Changed |
| City | Tempe·· | Tempe | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | ·85216 | 85216 | Changed |
| Group | GRP-1084 | GRP-1084 | Unchanged |
| Plan | CHOICE-PLUS-PPO | CHOICE-PLUS-PPO | Unchanged |
- Quality score
- 0.62
- Name key
- bruce|sanchez
- Address key
- 9891|highland|85216
- Canonical first
- bruce
Quality flags
7 raised during normalisation
- 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
- 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 |
|---|---|---|---|---|
| TPA-53311 | 1.00 | Scored | — | Auto-linked |
| TPA-53312 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-407548 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-109891 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-003497
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Bruce Sanchez, 1966-12-13, 5 records, Verified
Evidence
Matched against TPA-53311
| 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
6 hash-chained entries for this record
- Record linked automatically1119f228b02026-10-22 12:43:53, scoring_agentidentity id MBR-003497, confidence 1, method probabilistic, matched record TPA-53311, policy version 1
- Record linked automatically327214a3d12026-10-19 19:54:38, scoring_agentidentity id MBR-003497, confidence 1, method probabilistic, matched record TPA-53311, policy version 1
- Record linked automatically1e51dc9ac32026-10-19 19:52:08, scoring_agentidentity id MBR-003497, confidence 1, method probabilistic, matched record TPA-53311, policy version 1
- Record linked automatically5fd4bfe2162026-10-19 19:45:41, scoring_agentidentity id MBR-003497, confidence 1, method probabilistic, matched record TPA-53311, policy version 1
- Record linked automatically9541f936242026-10-19 19:32:31, scoring_agentidentity id MBR-003497, confidence 1, method probabilistic, matched record TPA-53311, policy version 1
- Record linked automatically01392c1afc2026-10-19 19:31:28, scoring_agentidentity id MBR-001136, confidence 0.986, method probabilistic, matched record ENR-109863, policy version 1