README

Store machine, human, and source assertions as append-only claims with confidence, basis, and source.

Generated metadata is an assertion, not a fact. Recording it as a structured claim lets you:

• know how confident the tool was (the confidence float)
• know why the tool asserted it (the basis text)
• know which tool produced it, at what version (the source string)
• accumulate multiple claims about the same thing and aggregate into a best-guess view — humans can later promote or reject individual claims
• export to and import from JSONL for cheap round-trip backup

The bundle is vocab-agnostic (no predicate enum), storage-layer-only (no inference, no LLM calls), and tenant-agnostic (a nullable scope string that the consumer partitions on).

Install

composer require survos/claims-bundle

The bundle is a flex-compatible Symfony bundle and auto-registers in config/bundles.php, and the bundle prepends its Doctrine ORM mapping automatically, like the other Survos bundles.

Register list-valued predicates so the aggregator projects them correctly:

# config/packages/survos_claims.yaml
survos_claims:
 list_predicates:
 - dcterms:subject # keywords
 - dcterms:spatial # places
 - foaf:Person

Generate the migration (or run doctrine:schema:update --force in dev):

bin/console make:migration
bin/console doctrine:migrations:migrate

Claims can also be backed up and restored as JSONL:

bin/console claims:export --scope=tenant:rhs > rhs.jsonl
bin/console claims:import --scope=tenant:rhs < rhs.jsonl

Redirection is the default CLI workflow. If you prefer explicit file paths instead, --output and --input use survos/jsonl-bundle's JsonlWriter and JsonlReader:

bin/console claims:export --scope=tenant:rhs --output=rhs.jsonl.gz
bin/console claims:import --scope=tenant:rhs --input=rhs.jsonl.gz

Quick start

Recording a tool run

use Survos\ClaimsBundle\Service\ClaimIngestor;
use Survos\ClaimsBundle\Service\RawClaim;
use Survos\DataContracts\Vocabulary\DcTerms;

$rawClaims = [
 new RawClaim(DcTerms::TITLE->value, 'Welcome to Ocean City', 0.9,
 basis: "Printed caption reads 'Welcome to Ocean City'."),
 new RawClaim(DcTerms::DESCRIPTION->value, 'Beach scene with boardwalk.', 0.8),
 new RawClaim(DcTerms::TYPE->value, 'postcard', 0.95),
 new RawClaim(DcTerms::SUBJECT->value, 'boardwalk', 0.9),
 new RawClaim(DcTerms::SUBJECT->value, 'seaside', 0.8),
 new RawClaim('ssai:has_text', true, 1.0),
];

$run = $ingestor->record(
 scope: 'tenant:rhs',
 subjectType: 'image',
 subjectId: $image->getId(),
 source: 'enrich_from_thumbnail@1.0',
 rawClaims: $rawClaims,
);
$em->flush();

Prior rows with the same (scope, subject, source) are deleted first; the whole batch shares one runId.

Reading the best-guess view

use Survos\ClaimsBundle\Service\ClaimAggregator;

$view = $aggregator->aggregate('image', $image->getId(), 'tenant:rhs');

// Scalar predicate — one winner:
$view['dcterms:title']
// → ['value' => 'Welcome to Ocean City', 'confidence' => 0.9,
// 'basis' => "Printed caption …", 'source' => 'enrich_from_thumbnail@1.0']

// List predicate — dedup + union:
$view['dcterms:subject']
// → ['value' => ['boardwalk', 'seaside'], 'confidence' => 0.9,
// 'source' => 'aggregated', 'items' => [...]]

Documentation

• docs/design.md — the claim model and why it exists
• docs/integration.md — step-by-step consumer wiring

License

MIT