Record, CLM, bronze and silver
CLM-417846
Received 2026-02-25T11:26:52Z, line 90,483 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 | Castro, Sean | Sean | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Castro | Changed |
| Date of birth | ·07/25/73 | 1973-07-25 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC-78224-40 | UHC-78224-40 | Unchanged |
| SSN | — | — | Unchanged |
| Phone | N/A | — | Cleared |
| UNKNOWN | — | Cleared | |
| Address | ·9846 Bayshore Drive | 9846 Bayshore Dr | Changed |
| City | Tampa | Tampa | Unchanged |
| State | FL | FL | Unchanged |
| ZIP | 33672 | 33672 | Unchanged |
| Group | GRP-7828 | GRP-7828 | Unchanged |
| Plan | ·CHOICE-PLUS-PPO | CHOICE-PLUS-PPO | Changed |
- Quality score
- 0.52
- Name key
- sean|castro
- Address key
- 9846|bayshore|33672
- Canonical first
- sean
Quality flags
6 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- Two-digit birth yearDate of birth carried a two-digit year; century inferred by pivot
- 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
- 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-57873 | 1.00 | Scored | — | Auto-linked |
| CLM-417847 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-123462 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-417848 | 0.93 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-001542
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Sean Castro, 1973-07-25, 5 records, Verified
Evidence
Matched against TPA-57873
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically836a729f572026-10-19 19:54:38, scoring_agentidentity id MBR-001542, confidence 1, method probabilistic, matched record TPA-57873, policy version 1
- Record linked automaticallyd6f4414d082026-10-19 19:52:08, scoring_agentidentity id MBR-001542, confidence 1, method probabilistic, matched record TPA-57873, policy version 1
- Record linked automatically1172c6d3022026-10-19 19:45:41, scoring_agentidentity id MBR-001542, confidence 1, method probabilistic, matched record TPA-57873, policy version 1
- Record linked automatically33850022262026-10-19 19:32:31, scoring_agentidentity id MBR-001542, confidence 1, method probabilistic, matched record TPA-57873, policy version 1
- Record linked automatically525520fe372026-10-19 19:31:28, matching_agentidentity id MBR-029245, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-417844