Record, CLM, bronze and silver
CLM-403177
Received 2026-08-31T05:45:04Z, line 84,178 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 | JOE | Joe | Changed |
| Middle | — | — | Unchanged |
| Last name | STEPHENS | Stephens | Changed |
| Date of birth | 03/11/1975 | 1975-03-11 | Parsed |
| Gender | Female | F | Parsed |
| Member ID | UHC-09651-87·· | UHC-09651-87 | Parsed |
| SSN | UNKNOWN | — | Cleared |
| Phone | 13118285793 | 3118285793 | Parsed |
| joe.stephens33@outlook.com | joe.stephens33@outlook.com | Unchanged | |
| Address | 302 Church St | 302 Church St | Unchanged |
| City | Columbus | Columbus | Unchanged |
| State | Ohio | OH | Changed |
| ZIP | 43237 | 43237 | Unchanged |
| Group | GRP-5216 | GRP-5216 | Unchanged |
| Plan | CHOICE-PLUS-PPO·· | CHOICE-PLUS-PPO | Changed |
- Quality score
- 0.62
- Name key
- joseph|stephens
- Address key
- 302|church|43237
- Canonical first
- joseph
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
- State name converted to codeFull state name replaced by its two-letter USPS code
- 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 |
|---|---|---|---|---|
| CLM-403178 | 1.00 | Scored | — | Auto-linked |
| TPA-51363 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-035777
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Joe Stephens, 1975-03-11, 3 records, Verified
Evidence
Matched against TPA-51363
| 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 automaticallyc949a480fd2026-10-22 12:43:55, scoring_agentidentity id MBR-035777, confidence 1, method probabilistic, matched record TPA-51363, policy version 1
- Record linked automaticallyc897903af12026-10-19 19:54:39, scoring_agentidentity id MBR-035777, confidence 1, method probabilistic, matched record TPA-51363, policy version 1
- Record linked automatically61aaf84c212026-10-19 19:52:09, scoring_agentidentity id MBR-035777, confidence 1, method probabilistic, matched record TPA-51363, policy version 1
- Record linked automaticallya8f68150672026-10-19 19:45:42, scoring_agentidentity id MBR-035777, confidence 1, method probabilistic, matched record TPA-51363, policy version 1
- Record linked automatically6831e317a62026-10-19 19:32:31, scoring_agentidentity id MBR-035777, confidence 1, method probabilistic, matched record TPA-51363, policy version 1
- Record linked automatically209edb47202026-10-19 19:31:28, scoring_agentidentity id MBR-022308, confidence 1, method probabilistic, matched record TPA-51437, policy version 1