Record, CLM, bronze and silver
CLM-412332
Received 2026-02-03T00:29:44Z, line 83,917 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 | Juan J | Juan | Changed |
| Middle | — | J | Changed |
| Last name | Santiago | Santiago | Unchanged |
| Date of birth | 1988-05-17 | 1988-05-17 | Unchanged |
| Gender | Female | F | Parsed |
| Member ID | UHC-94054-77 | UHC-94054-77 | Unchanged |
| SSN | null·· | — | Cleared |
| Phone | 18593034625 | 8593034625 | Parsed |
| juan.santiago57@hotmail.com | juan.santiago57@hotmail.com | Unchanged | |
| Address | 166 Union Street | 166 Union St | Changed |
| City | Plano | Plano | Unchanged |
| State | TX | TX | Unchanged |
| ZIP | 75037 | 75037 | Unchanged |
| Group | GRP-5501 | GRP-5501 | Unchanged |
| Plan | null | — | Cleared |
- Quality score
- 0.52
- Name key
- juan|santiago
- Address key
- 166|union|75037
- Canonical first
- juan
Quality flags
6 raised during normalisation
- Middle initial moved out of first nameA single middle initial was embedded in the first-name field and moved to middle name
- 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
- 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-55431 | 1.00 | Scored | — | Auto-linked |
| CLM-422578 | 0.61 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-009924
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Juan Santiago, 1988-05-17, 2 records, Verified
Evidence
Matched against TPA-55431
| 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 automaticallyc6a58dd2792026-10-19 19:54:38, scoring_agentidentity id MBR-009924, confidence 1, method probabilistic, matched record TPA-55431, policy version 1
- Record linked automaticallybcc1921e242026-10-19 19:52:09, scoring_agentidentity id MBR-009924, confidence 1, method probabilistic, matched record TPA-55431, policy version 1
- Record linked automatically0c196f02382026-10-19 19:45:42, scoring_agentidentity id MBR-009924, confidence 1, method probabilistic, matched record TPA-55431, policy version 1
- Record linked automatically5567e5be2d2026-10-19 19:32:31, scoring_agentidentity id MBR-009924, confidence 1, method probabilistic, matched record TPA-55431, policy version 1
- Record linked automatically9a0d9c013d2026-10-19 19:31:28, matching_agentidentity id MBR-020852, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-412331