Record, CLM, bronze and silver
CLM-410189
Received 2026-03-02T01:13:57Z, line 43,021 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 | Fisher, Gloria | Gloria | Changed |
| Middle | M | M | Unchanged |
| Last name | — | Fisher | Changed |
| Date of birth | 8/13/1976 | 1976-08-13 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | UHC-34739-06 | UHC-34739-06 | Unchanged |
| SSN | — | — | Unchanged |
| Phone | (393) 613-7808 | 3936137808 | Parsed |
| N/A | — | Cleared | |
| Address | 3183 Mesa Drive | 3183 Mesa Dr | Changed |
| City | ·Tampa | Tampa | Changed |
| State | FL | FL | Unchanged |
| ZIP | 33644 | 33644 | Unchanged |
| Group | GRP-5635 | GRP-5635 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.62
- Name key
- gloria|fisher
- Address key
- 3183|mesa|33644
- Canonical first
- gloria
Quality flags
7 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- 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
- 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-54467 | 1.00 | Scored | — | Auto-linked |
| TPA-54466 | 1.00 | Scored | — | Auto-linked |
| ENR-113403 | 0.94 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-016819
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Gloria Fisher, 1976-08-13, 4 records, Verified
Evidence
Matched against TPA-54467
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 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 automatically3e152a35f12026-10-22 12:43:54, scoring_agentidentity id MBR-016819, confidence 1, method probabilistic, matched record TPA-54467, policy version 1
- Record linked automaticallyad046f93032026-10-19 19:54:38, scoring_agentidentity id MBR-016819, confidence 1, method probabilistic, matched record TPA-54467, policy version 1
- Record linked automatically8d8630f22b2026-10-19 19:52:09, scoring_agentidentity id MBR-016819, confidence 1, method probabilistic, matched record TPA-54467, policy version 1
- Record linked automaticallycbf25109db2026-10-19 19:45:42, scoring_agentidentity id MBR-016819, confidence 1, method probabilistic, matched record TPA-54467, policy version 1
- Record linked automaticallydde88b77652026-10-19 19:32:31, scoring_agentidentity id MBR-016819, confidence 1, method probabilistic, matched record TPA-54467, policy version 1
- Record linked automatically9e0be786892026-10-19 19:31:28, matching_agentidentity id MBR-004793, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-113456