Record, CLM, bronze and silver
CLM-404998
Received 2026-05-17T21:01:26Z, line 52,644 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 | Sara | Sara | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Padilla | Padilla | Unchanged |
| Date of birth | Jul 6, 1982 | 1982-07-06 | Parsed |
| Gender | Female | F | Parsed |
| Member ID | UHC-32625-79 | UHC-32625-79 | Unchanged |
| SSN | - | — | Cleared |
| Phone | 9568711550 | 9568711550 | Unchanged |
| — | — | Unchanged | |
| Address | 690 Main Street | 690 Main St | Changed |
| City | Tampa | Tampa | Unchanged |
| State | fl | FL | Changed |
| ZIP | 33683 | 33683 | Unchanged |
| Group | — | — | Unchanged |
| Plan | CHOICE-PLUS-PPO | CHOICE-PLUS-PPO | Unchanged |
- Quality score
- 0.64
- Name key
- sara|padilla
- Address key
- 690|main|33683
- Canonical first
- sara
Quality flags
6 raised during normalisation
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- 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
- State code upper-casedTwo-letter state code upper-cased
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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-52183 | 0.99 | Scored | — | Auto-linked |
| CLM-404999 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-020121
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Sara Padilla, 1982-07-06, 3 records, Verified
Evidence
Matched against TPA-52183
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.97 | 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 automatically608d9787552026-10-22 12:43:54, scoring_agentidentity id MBR-020121, confidence 0.992, method probabilistic, matched record TPA-52183, policy version 1
- Record linked automaticallyaf8d23fb3a2026-10-19 19:54:38, scoring_agentidentity id MBR-020121, confidence 0.992, method probabilistic, matched record TPA-52183, policy version 1
- Record linked automaticallydf10844a8f2026-10-19 19:52:09, scoring_agentidentity id MBR-020121, confidence 0.992, method probabilistic, matched record TPA-52183, policy version 1
- Record linked automatically5af7df23252026-10-19 19:45:42, scoring_agentidentity id MBR-020121, confidence 0.992, method probabilistic, matched record TPA-52183, policy version 1
- Record linked automatically32f4d86b082026-10-19 19:32:31, scoring_agentidentity id MBR-020121, confidence 0.992, method probabilistic, matched record TPA-52183, policy version 1
- Record linked automatically8372ff30ad2026-10-19 19:31:28, scoring_agentidentity id MBR-015279, confidence 1, method probabilistic, matched record CLM-404997, policy version 1