Record, CLM, bronze and silver
CLM-420175
Received 2026-10-05T06:19:05Z, line 88,890 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 | JESS | Jess | Changed |
| Middle | G | G | Unchanged |
| Last name | MARQUEZ | Marquez | Changed |
| Date of birth | 23-02-1995 | 1995-02-23 | Parsed |
| Gender | Female | F | Parsed |
| Member ID | UNKNOWN | — | Cleared |
| SSN | •••-••-5506 | •••-••-5506 | Unchanged |
| Phone | (569) 712-0059 | 5697120059 | Parsed |
| NULL | — | Cleared | |
| Address | 2107 Sunset Blvd | 2107 Sunset Blvd | Unchanged |
| City | Gilbert | Gilbert | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85212 | 85212 | Unchanged |
| Group | GRP-2822 | GRP-2822 | Unchanged |
| Plan | N/A | — | Cleared |
- Quality score
- 0.78
- Name key
- jessica|marquez
- Address key
- 2107|sunset|85212
- Canonical first
- jessica
Quality flags
5 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- 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
- 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 |
|---|---|---|---|---|
| CLM-420174 | 1.00 | Scored | — | Auto-linked |
| TPA-58881 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-038615
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Jessica Marquez, 1995-02-23, 3 records, Verified
Evidence
Matched against CLM-420174
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | nickname |
| 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 automatically82391848a22026-10-19 19:54:39, scoring_agentidentity id MBR-038615, confidence 1, method probabilistic, matched record CLM-420174, policy version 1
- Record linked automaticallyd69867a6242026-10-19 19:52:09, scoring_agentidentity id MBR-038615, confidence 1, method probabilistic, matched record CLM-420174, policy version 1
- Record linked automaticallydde922b5122026-10-19 19:45:42, scoring_agentidentity id MBR-038615, confidence 1, method probabilistic, matched record CLM-420174, policy version 1
- Record linked automatically1bb64b35d12026-10-19 19:32:31, scoring_agentidentity id MBR-038615, confidence 1, method probabilistic, matched record CLM-420174, policy version 1
- Record linked automatically426052f2e72026-10-19 19:31:28, scoring_agentidentity id MBR-019775, confidence 1, method probabilistic, matched record TPA-58787, policy version 1