Record, CLM, bronze and silver
CLM-427780
Received 2026-01-13T21:53:49Z , line 88,785 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 | ROBERT J | Robert | Changed |
| Middle | — | J | Changed |
| Last name | ·BRYANT | Bryant | Changed |
| Date of birth | 1972-12-14 | 1972-12-14 | Unchanged |
| Gender | NULL·· | — | Cleared |
| Member ID | UHC-33831-92 | UHC-33831-92 | Unchanged |
| SSN | •••-••-9027 | •••-••-9027 | Unchanged |
| Phone | 958-423-7385 | 9584237385 | Parsed |
| - | — | Cleared | |
| Address | 7085 Maple Ave | 7085 Maple Ave | Unchanged |
| City | ·Orlando | Orlando | Changed |
| State | FL | FL | Unchanged |
| ZIP | 32863 | 32863 | Unchanged |
| Group | GRP-3056 | GRP-3056 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.78
- Name key
- robert|bryant
- Address key
- 7085|maple|32863
- Canonical first
- robert
Quality flags
5 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
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code 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-62257 | 1.00 | Scored | — | Auto-linked |
| ENR-136419 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| TPA-62258 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| CLM-427781 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-003929
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Robert Bryant, 1972-12-14, 5 records, Verified
Evidence
Matched against TPA-62257
| 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 automatically90f4b128d72026-10-19 19:54:38, scoring_agentidentity id MBR-003929, confidence 1, method probabilistic, matched record TPA-62257, policy version 1
- Record linked automatically9e1b06fa8b2026-10-19 19:52:08, scoring_agentidentity id MBR-003929, confidence 1, method probabilistic, matched record TPA-62257, policy version 1
- Record linked automaticallye79ca1fcac2026-10-19 19:45:42, scoring_agentidentity id MBR-003929, confidence 1, method probabilistic, matched record TPA-62257, policy version 1
- Record linked automatically7f462038792026-10-19 19:32:31, scoring_agentidentity id MBR-003929, confidence 1, method probabilistic, matched record TPA-62257, policy version 1
- Record linked automatically922343deb72026-10-19 19:31:28, scoring_agentidentity id MBR-014111, confidence 0.85, method probabilistic, matched record CLM-427782, policy version 1