Record, CLM, bronze and silver
CLM-425141
Received 2026-05-01T16:06:10Z, line 68,037 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 | piya | Piya | Changed |
| Middle | — | — | Unchanged |
| Last name | taylor | Taylor | Changed |
| Date of birth | 1960-10-18 | 1960-10-18 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | NULL | — | Cleared |
| Phone | 933-444-0369 | 9334440369 | Parsed |
| UNKNOWN | — | Cleared | |
| Address | 2303 Hillcrest Road | 2303 Hillcrest Rd | Changed |
| City | Atlanta | Atlanta | Unchanged |
| State | ·GA | GA | Changed |
| ZIP | 30347-6895 | 30347 | Changed |
| Group | GRP-2233 | GRP-2233 | Unchanged |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.62
- Name key
- piya|taylor
- Address key
- 2303|hillcrest|30347
- Canonical first
- piya
Quality flags
7 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- 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
- ZIP+4 trimmedZIP+4 trimmed to the five-digit ZIP
- 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 |
|---|---|---|---|---|
| ENR-132835 | 0.99 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-028656
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Priya Taylor, 1960-10-18, 2 records, Verified
Evidence
Matched against ENR-132835
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.98 | 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 automatically115ee3efcc2026-10-22 12:43:54, scoring_agentidentity id MBR-028656, confidence 0.991, method probabilistic, matched record ENR-132835, policy version 1
- Record linked automatically0985410d332026-10-19 19:54:38, scoring_agentidentity id MBR-028656, confidence 0.991, method probabilistic, matched record ENR-132835, policy version 1
- Record linked automatically13659f17082026-10-19 19:52:09, scoring_agentidentity id MBR-028656, confidence 0.991, method probabilistic, matched record ENR-132835, policy version 1
- Record linked automatically179d8de9b62026-10-19 19:45:42, scoring_agentidentity id MBR-028656, confidence 0.991, method probabilistic, matched record ENR-132835, policy version 1
- Record linked automatically81e6a2479d2026-10-19 19:32:31, scoring_agentidentity id MBR-028656, confidence 0.991, method probabilistic, matched record ENR-132835, policy version 1
- Record linked automatically98d93687932026-10-19 19:31:28, matching_agentidentity id MBR-042402, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-133121