Record, CLM, bronze and silver
CLM-421981
Received 2026-08-10T21:33:13Z, line 44,468 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 | GRACE | Grace | Changed |
| Middle | — | — | Unchanged |
| Last name | STEPHENS | Stephens | Changed |
| Date of birth | 19560305 | 1956-03-05 | Parsed |
| Gender | Male | M | Parsed |
| Member ID | ·UHC-10502-17 | UHC-10502-17 | Parsed |
| SSN | ···· | — | Unchanged |
| Phone | — | — | Unchanged |
| grace.stephens27@icloud.com | grace.stephens27@icloud.com | Unchanged | |
| Address | 1151 Palm Drive | 1151 Palm Dr | Changed |
| City | San Antonio | San Antonio | Unchanged |
| State | TX·· | TX | Changed |
| ZIP | 78266 | 78266 | Unchanged |
| Group | GRP-1730 | GRP-1730 | Unchanged |
| Plan | OPTIONS-PPO | OPTIONS-PPO | Unchanged |
- Quality score
- 0.64
- Name key
- grace|stephens
- Address key
- 1151|palm|78266
- Canonical first
- grace
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)
- 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
- Gender normalisedGender mapped to F or M from a longer or variant value
- Whitespace trimmedLeading or trailing whitespace removed from one or more fields
Candidate pairs
Every scored comparison involving this record, highest score first
| Other record | Score | Method | Rule | Decision |
|---|---|---|---|---|
| CLM-421980 | 1.00 | Scored | — | Auto-linked |
| CLM-421979 | 1.00 | Scored | — | Auto-linked |
| TPA-59654 | 0.99 | Scored | — | Auto-linked |
| CLM-411345 | 0.64 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-002522
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Grace Stephens, 1956-03-05, 4 records, Verified
Evidence
Matched against CLM-421980
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically0ecc1d24772026-10-22 12:43:53, scoring_agentidentity id MBR-002522, confidence 1, method probabilistic, matched record CLM-421980, policy version 1
- Record linked automaticallyb619661d412026-10-19 19:54:38, scoring_agentidentity id MBR-002522, confidence 1, method probabilistic, matched record CLM-421980, policy version 1
- Record linked automatically49951a19c92026-10-19 19:52:08, scoring_agentidentity id MBR-002522, confidence 1, method probabilistic, matched record CLM-421980, policy version 1
- Record linked automaticallyb4f8f746722026-10-19 19:45:41, scoring_agentidentity id MBR-002522, confidence 1, method probabilistic, matched record CLM-421980, policy version 1
- Record linked automaticallybb1cdfde572026-10-19 19:32:31, scoring_agentidentity id MBR-002522, confidence 1, method probabilistic, matched record CLM-421980, policy version 1
- Record linked automatically30410414fe2026-10-19 19:31:28, scoring_agentidentity id MBR-021779, confidence 0.925, method probabilistic, matched record CLM-421983, policy version 1