curl --request POST \
--url https://api.orbit.devotel.io/api/v1/cdp/identity-resolution/probabilistic-match \
--header 'Content-Type: application/json' \
--data '
{
"email": "<string>",
"phone": "<string>",
"first_name": "<string>",
"last_name": "<string>",
"company": "<string>",
"limit": 123,
"review_threshold": 123,
"auto_merge_threshold": 123
}
'import requests
url = "https://api.orbit.devotel.io/api/v1/cdp/identity-resolution/probabilistic-match"
payload = {
"email": "<string>",
"phone": "<string>",
"first_name": "<string>",
"last_name": "<string>",
"company": "<string>",
"limit": 123,
"review_threshold": 123,
"auto_merge_threshold": 123
}
headers = {"Content-Type": "application/json"}
response = requests.post(url, json=payload, headers=headers)
print(response.text)const options = {
method: 'POST',
headers: {'Content-Type': 'application/json'},
body: JSON.stringify({
email: '<string>',
phone: '<string>',
first_name: '<string>',
last_name: '<string>',
company: '<string>',
limit: 123,
review_threshold: 123,
auto_merge_threshold: 123
})
};
fetch('https://api.orbit.devotel.io/api/v1/cdp/identity-resolution/probabilistic-match', options)
.then(res => res.json())
.then(res => console.log(res))
.catch(err => console.error(err));<?php
$curl = curl_init();
curl_setopt_array($curl, [
CURLOPT_URL => "https://api.orbit.devotel.io/api/v1/cdp/identity-resolution/probabilistic-match",
CURLOPT_RETURNTRANSFER => true,
CURLOPT_ENCODING => "",
CURLOPT_MAXREDIRS => 10,
CURLOPT_TIMEOUT => 30,
CURLOPT_HTTP_VERSION => CURL_HTTP_VERSION_1_1,
CURLOPT_CUSTOMREQUEST => "POST",
CURLOPT_POSTFIELDS => json_encode([
'email' => '<string>',
'phone' => '<string>',
'first_name' => '<string>',
'last_name' => '<string>',
'company' => '<string>',
'limit' => 123,
'review_threshold' => 123,
'auto_merge_threshold' => 123
]),
CURLOPT_HTTPHEADER => [
"Content-Type: application/json"
],
]);
$response = curl_exec($curl);
$err = curl_error($curl);
curl_close($curl);
if ($err) {
echo "cURL Error #:" . $err;
} else {
echo $response;
}package main
import (
"fmt"
"strings"
"net/http"
"io"
)
func main() {
url := "https://api.orbit.devotel.io/api/v1/cdp/identity-resolution/probabilistic-match"
payload := strings.NewReader("{\n \"email\": \"<string>\",\n \"phone\": \"<string>\",\n \"first_name\": \"<string>\",\n \"last_name\": \"<string>\",\n \"company\": \"<string>\",\n \"limit\": 123,\n \"review_threshold\": 123,\n \"auto_merge_threshold\": 123\n}")
req, _ := http.NewRequest("POST", url, payload)
req.Header.Add("Content-Type", "application/json")
res, _ := http.DefaultClient.Do(req)
defer res.Body.Close()
body, _ := io.ReadAll(res.Body)
fmt.Println(string(body))
}HttpResponse<String> response = Unirest.post("https://api.orbit.devotel.io/api/v1/cdp/identity-resolution/probabilistic-match")
.header("Content-Type", "application/json")
.body("{\n \"email\": \"<string>\",\n \"phone\": \"<string>\",\n \"first_name\": \"<string>\",\n \"last_name\": \"<string>\",\n \"company\": \"<string>\",\n \"limit\": 123,\n \"review_threshold\": 123,\n \"auto_merge_threshold\": 123\n}")
.asString();require 'uri'
require 'net/http'
url = URI("https://api.orbit.devotel.io/api/v1/cdp/identity-resolution/probabilistic-match")
http = Net::HTTP.new(url.host, url.port)
http.use_ssl = true
request = Net::HTTP::Post.new(url)
request["Content-Type"] = 'application/json'
request.body = "{\n \"email\": \"<string>\",\n \"phone\": \"<string>\",\n \"first_name\": \"<string>\",\n \"last_name\": \"<string>\",\n \"company\": \"<string>\",\n \"limit\": 123,\n \"review_threshold\": 123,\n \"auto_merge_threshold\": 123\n}"
response = http.request(request)
puts response.read_body{
"data": {
"input": {
"email": "sam.reyes@example.com",
"company": "Nimbus Corp"
},
"candidates": [
{
"contact_id": "cnt_01J8Z9K3P4Q5R6S7T8U9V0W1X9",
"external_id": "crm-44882",
"email": "sam.reyes@example.com",
"phone": "+15550101234",
"first_name": "Sam",
"last_name": "Reyes",
"company": "Nimbus Corp",
"confidence": 0.9312,
"band": "auto_merge",
"recommended_action": "merge",
"matched_fields": [
"email"
],
"field_scores": [
{
"field": "email",
"similarity": 1,
"weight": 0.4
},
{
"field": "company",
"similarity": 0.9,
"weight": 0.1
}
]
}
],
"count": 1,
"blocking_candidates": 37,
"review_threshold": 0.6,
"auto_merge_threshold": 0.9
},
"meta": {
"request_id": "req_01J9A2B3C4D5E6F7G8H9J1",
"timestamp": "2026-09-03T09:30:00.000Z"
}
}{
"error": {
"code": "<string>",
"message": "<string>",
"status": 123,
"details": {}
},
"meta": {
"request_id": "<string>",
"timestamp": "2023-11-07T05:31:56Z",
"docs_url": "<string>"
}
}{
"error": {
"code": "<string>",
"message": "<string>",
"status": 123,
"details": {}
},
"meta": {
"request_id": "<string>",
"timestamp": "2023-11-07T05:31:56Z",
"docs_url": "<string>"
}
}{
"error": {
"code": "<string>",
"message": "<string>",
"status": 123,
"details": {}
},
"meta": {
"request_id": "<string>",
"timestamp": "2023-11-07T05:31:56Z",
"docs_url": "<string>"
}
}{
"error": {
"code": "RATE_LIMITED",
"message": "<string>",
"status": 429,
"retry_after": 2
},
"meta": {
"request_id": "<string>",
"timestamp": "2023-11-07T05:31:56Z",
"docs_url": "<string>"
}
}{
"error": {
"code": "<string>",
"message": "<string>",
"status": 123,
"details": {}
},
"meta": {
"request_id": "<string>",
"timestamp": "2023-11-07T05:31:56Z",
"docs_url": "<string>"
}
}Probabilistic identity match for one inbound profile
Scores ONE inbound identity (any mix of email / phone / first_name / last_name / company) against the tenant’s live contacts with the probabilistic kernel and returns ranked candidates at/above the review threshold, banded auto_merge | review with a per-field score breakdown. Read-only — it never merges; enqueue the pair for a steward decision via POST /identity-resolution/match-reviews. Use it on identifier pairs the deterministic exact rules cannot decide.
curl --request POST \
--url https://api.orbit.devotel.io/api/v1/cdp/identity-resolution/probabilistic-match \
--header 'Content-Type: application/json' \
--data '
{
"email": "<string>",
"phone": "<string>",
"first_name": "<string>",
"last_name": "<string>",
"company": "<string>",
"limit": 123,
"review_threshold": 123,
"auto_merge_threshold": 123
}
'import requests
url = "https://api.orbit.devotel.io/api/v1/cdp/identity-resolution/probabilistic-match"
payload = {
"email": "<string>",
"phone": "<string>",
"first_name": "<string>",
"last_name": "<string>",
"company": "<string>",
"limit": 123,
"review_threshold": 123,
"auto_merge_threshold": 123
}
headers = {"Content-Type": "application/json"}
response = requests.post(url, json=payload, headers=headers)
print(response.text)const options = {
method: 'POST',
headers: {'Content-Type': 'application/json'},
body: JSON.stringify({
email: '<string>',
phone: '<string>',
first_name: '<string>',
last_name: '<string>',
company: '<string>',
limit: 123,
review_threshold: 123,
auto_merge_threshold: 123
})
};
fetch('https://api.orbit.devotel.io/api/v1/cdp/identity-resolution/probabilistic-match', options)
.then(res => res.json())
.then(res => console.log(res))
.catch(err => console.error(err));<?php
$curl = curl_init();
curl_setopt_array($curl, [
CURLOPT_URL => "https://api.orbit.devotel.io/api/v1/cdp/identity-resolution/probabilistic-match",
CURLOPT_RETURNTRANSFER => true,
CURLOPT_ENCODING => "",
CURLOPT_MAXREDIRS => 10,
CURLOPT_TIMEOUT => 30,
CURLOPT_HTTP_VERSION => CURL_HTTP_VERSION_1_1,
CURLOPT_CUSTOMREQUEST => "POST",
CURLOPT_POSTFIELDS => json_encode([
'email' => '<string>',
'phone' => '<string>',
'first_name' => '<string>',
'last_name' => '<string>',
'company' => '<string>',
'limit' => 123,
'review_threshold' => 123,
'auto_merge_threshold' => 123
]),
CURLOPT_HTTPHEADER => [
"Content-Type: application/json"
],
]);
$response = curl_exec($curl);
$err = curl_error($curl);
curl_close($curl);
if ($err) {
echo "cURL Error #:" . $err;
} else {
echo $response;
}package main
import (
"fmt"
"strings"
"net/http"
"io"
)
func main() {
url := "https://api.orbit.devotel.io/api/v1/cdp/identity-resolution/probabilistic-match"
payload := strings.NewReader("{\n \"email\": \"<string>\",\n \"phone\": \"<string>\",\n \"first_name\": \"<string>\",\n \"last_name\": \"<string>\",\n \"company\": \"<string>\",\n \"limit\": 123,\n \"review_threshold\": 123,\n \"auto_merge_threshold\": 123\n}")
req, _ := http.NewRequest("POST", url, payload)
req.Header.Add("Content-Type", "application/json")
res, _ := http.DefaultClient.Do(req)
defer res.Body.Close()
body, _ := io.ReadAll(res.Body)
fmt.Println(string(body))
}HttpResponse<String> response = Unirest.post("https://api.orbit.devotel.io/api/v1/cdp/identity-resolution/probabilistic-match")
.header("Content-Type", "application/json")
.body("{\n \"email\": \"<string>\",\n \"phone\": \"<string>\",\n \"first_name\": \"<string>\",\n \"last_name\": \"<string>\",\n \"company\": \"<string>\",\n \"limit\": 123,\n \"review_threshold\": 123,\n \"auto_merge_threshold\": 123\n}")
.asString();require 'uri'
require 'net/http'
url = URI("https://api.orbit.devotel.io/api/v1/cdp/identity-resolution/probabilistic-match")
http = Net::HTTP.new(url.host, url.port)
http.use_ssl = true
request = Net::HTTP::Post.new(url)
request["Content-Type"] = 'application/json'
request.body = "{\n \"email\": \"<string>\",\n \"phone\": \"<string>\",\n \"first_name\": \"<string>\",\n \"last_name\": \"<string>\",\n \"company\": \"<string>\",\n \"limit\": 123,\n \"review_threshold\": 123,\n \"auto_merge_threshold\": 123\n}"
response = http.request(request)
puts response.read_body{
"data": {
"input": {
"email": "sam.reyes@example.com",
"company": "Nimbus Corp"
},
"candidates": [
{
"contact_id": "cnt_01J8Z9K3P4Q5R6S7T8U9V0W1X9",
"external_id": "crm-44882",
"email": "sam.reyes@example.com",
"phone": "+15550101234",
"first_name": "Sam",
"last_name": "Reyes",
"company": "Nimbus Corp",
"confidence": 0.9312,
"band": "auto_merge",
"recommended_action": "merge",
"matched_fields": [
"email"
],
"field_scores": [
{
"field": "email",
"similarity": 1,
"weight": 0.4
},
{
"field": "company",
"similarity": 0.9,
"weight": 0.1
}
]
}
],
"count": 1,
"blocking_candidates": 37,
"review_threshold": 0.6,
"auto_merge_threshold": 0.9
},
"meta": {
"request_id": "req_01J9A2B3C4D5E6F7G8H9J1",
"timestamp": "2026-09-03T09:30:00.000Z"
}
}{
"error": {
"code": "<string>",
"message": "<string>",
"status": 123,
"details": {}
},
"meta": {
"request_id": "<string>",
"timestamp": "2023-11-07T05:31:56Z",
"docs_url": "<string>"
}
}{
"error": {
"code": "<string>",
"message": "<string>",
"status": 123,
"details": {}
},
"meta": {
"request_id": "<string>",
"timestamp": "2023-11-07T05:31:56Z",
"docs_url": "<string>"
}
}{
"error": {
"code": "<string>",
"message": "<string>",
"status": 123,
"details": {}
},
"meta": {
"request_id": "<string>",
"timestamp": "2023-11-07T05:31:56Z",
"docs_url": "<string>"
}
}{
"error": {
"code": "RATE_LIMITED",
"message": "<string>",
"status": 429,
"retry_after": 2
},
"meta": {
"request_id": "<string>",
"timestamp": "2023-11-07T05:31:56Z",
"docs_url": "<string>"
}
}{
"error": {
"code": "<string>",
"message": "<string>",
"status": 123,
"details": {}
},
"meta": {
"request_id": "<string>",
"timestamp": "2023-11-07T05:31:56Z",
"docs_url": "<string>"
}
}Body
Max ranked candidates to return (1–50, default 10).
Confidence floor a candidate must clear to be returned (default 0.6).
Confidence that bands a candidate auto_merge instead of review (default 0.9).
Response
The echoed input fields plus ranked candidates with confidence, band, recommended action, matched fields, and per-field scores.
The echoed input fields plus ranked candidates with confidence, band, recommended action, matched fields, and per-field scores.