Record, CLM, bronze and silver
CLM-416824
Received 2026-04-25T17:42:10Z, line 48,504 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 | KYLE | Kyle | Changed |
| Middle | ·T | T | Changed |
| Last name | WATKINS | Watkins | Changed |
| Date of birth | 12/10/1984 | 1984-12-10 | Parsed |
| Gender | ·F | F | Parsed |
| Member ID | UHC-94843-45 | UHC-94843-45 | Unchanged |
| SSN | •••-••-4837 | •••-••-4837 | Unchanged |
| Phone | ·(224) 397-9350 | 2243979350 | Parsed |
| - | — | Cleared | |
| Address | 2406 Palm Dr | 2406 Palm Dr | Unchanged |
| City | TAMPA·· | Tampa | Changed |
| State | FL | FL | Unchanged |
| ZIP | 33648 | 33648 | Unchanged |
| Group | GRP-5401 | GRP-5401 | Unchanged |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.88
- Name key
- kyle|watkins
- Address key
- 2406|palm|33648
- Canonical first
- kyle
Quality flags
6 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
- City re-casedCity re-cased to Title Case
- 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-57417 | 0.99 | Scored | — | Auto-linked |
| ENR-122096 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-122097 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-122098 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-008143
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Kyle Watkins, 1984-12-10, 5 records, Verified
Evidence
Matched against TPA-57417
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.98 | 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 automatically016efa05c72026-10-19 19:54:38, scoring_agentidentity id MBR-008143, confidence 0.994, method probabilistic, matched record TPA-57417, policy version 1
- Record linked automaticallyab50b1bc662026-10-19 19:52:09, scoring_agentidentity id MBR-008143, confidence 0.994, method probabilistic, matched record TPA-57417, policy version 1
- Record linked automaticallye3adee5d0c2026-10-19 19:45:42, scoring_agentidentity id MBR-008143, confidence 0.994, method probabilistic, matched record TPA-57417, policy version 1
- Record linked automaticallyf97b86a3f12026-10-19 19:32:31, scoring_agentidentity id MBR-008143, confidence 0.994, method probabilistic, matched record TPA-57417, policy version 1
- Record linked automatically130d9b05e22026-10-19 19:31:28, matching_agentidentity id MBR-027212, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record PRV-24921