Record, PRV, bronze and silver
PRV-22336
Received 2026-05-29T20:10:38Z, line 34,896 of the PRV feed
PRVScored
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | Long, Tlyer | Tlyer | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Long | Changed |
| Date of birth | 4/15/1981 | 1981-04-15 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | NULL | — | Cleared |
| SSN | - | — | Cleared |
| Phone | 417-517-7821 | 4175177821 | Parsed |
| — | — | Unchanged | |
| Address | 277 JEFFERSON AVENUE | 277 Jefferson Ave | Changed |
| City | DALLAS | Dallas | Changed |
| State | TX | TX | Unchanged |
| ZIP | 75286 | 75286 | Unchanged |
| Group | — | — | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.62
- Name key
- tlyer|long
- Address key
- 277|jefferson|75286
- Canonical first
- tlyer
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
- City re-casedCity re-cased to Title Case
- 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
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-029863
- Method
- Scored
- Confidence
- 0.93
- Rule
- weighted score, no rule
Golden record: Tlyer Long, 1981-04-15, 2 records, Verified
Evidence
Matched against TPA-53473
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.98 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 0.70 | 2.0 | street_match |
Audit
6 hash-chained entries for this record
- Record linked automatically77f26c8b042026-10-22 12:43:54, scoring_agentidentity id MBR-029863, confidence 0.929, method probabilistic, matched record TPA-53473, policy version 1
- Record linked automatically73ef2fc7642026-10-19 19:54:38, scoring_agentidentity id MBR-029863, confidence 0.929, method probabilistic, matched record TPA-53473, policy version 1
- Record linked automatically53a2da2d452026-10-19 19:52:09, scoring_agentidentity id MBR-029863, confidence 0.929, method probabilistic, matched record TPA-53473, policy version 1
- Record linked automatically2f922780042026-10-19 19:45:42, scoring_agentidentity id MBR-029863, confidence 0.929, method probabilistic, matched record TPA-53473, policy version 1
- Record linked automaticallya1b6adb72e2026-10-19 19:32:31, scoring_agentidentity id MBR-029863, confidence 0.929, method probabilistic, matched record TPA-53473, policy version 1
- Record linked automatically3599b251e22026-10-19 19:31:28, matching_agentidentity id MBR-007283, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-407927