Record, CLM, bronze and silver
CLM-409333
Received 2026-02-23T01:04:16Z, line 18,647 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 | Sullivan, Lauren | Lauren | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Sullivan | Changed |
| Date of birth | 10/9/1986 | 1986-10-09 | Parsed |
| Gender | Female | F | Parsed |
| Member ID | uhc-92701-44 | UHC-92701-44 | Parsed |
| SSN | •••-••-1932 | •••-••-1932 | Unchanged |
| Phone | 18836385689 | 8836385689 | Parsed |
| UNKNOWN | — | Cleared | |
| Address | 381 Park Place | 381 Park Pl | Changed |
| City | Tampa | Tampa | Unchanged |
| State | FL | FL | Unchanged |
| ZIP | 33697 | 33697 | Unchanged |
| Group | — | — | Unchanged |
| Plan | CHOICE-PLUS-PPO | CHOICE-PLUS-PPO | Unchanged |
- Quality score
- 0.48
- Name key
- lauren|sullivan
- Address key
- 381|park|33697
- Canonical first
- lauren
Quality flags
8 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
- Member ID reformattedMember ID re-hyphenated and upper-cased to the UHC-#####-## pattern
- 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
- 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-54048 | 1.00 | Scored | — | Auto-linked |
| ENR-112283 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-112284 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-015208
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Lauren Sullivan, 1986-10-09, 4 records, Verified
Evidence
Matched against TPA-54048
| 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
5 hash-chained entries for this record
- Record linked automatically74216954192026-10-19 19:54:38, scoring_agentidentity id MBR-015208, confidence 1, method probabilistic, matched record TPA-54048, policy version 1
- Record linked automatically77336c5f322026-10-19 19:52:09, scoring_agentidentity id MBR-015208, confidence 1, method probabilistic, matched record TPA-54048, policy version 1
- Record linked automatically0c01727cb72026-10-19 19:45:42, scoring_agentidentity id MBR-015208, confidence 1, method probabilistic, matched record TPA-54048, policy version 1
- Record linked automatically91eabb6c312026-10-19 19:32:31, scoring_agentidentity id MBR-015208, confidence 1, method probabilistic, matched record TPA-54048, policy version 1
- Record linked automaticallyc8f085aad92026-10-19 19:31:28, scoring_agentidentity id MBR-006203, confidence 1, method probabilistic, matched record TPA-54161, policy version 1