Hyve TruthFinder · Provenance · Manipulation · Textual Drift
Detect curated truth, manufactured narratives, and textual drift.
A forensic instrument — not a fact-checker. It separates what is true from what is interpreted, translated, coordinated, omitted, or engineered — and it tells you, in plain terms, how confident it is and what it cannot know.
The system separates seven things most tools blur together
Analysis modes
General Truth Forensics
Full-spectrum provenance, drift, framing and manipulation profile.
Modern Narrative Analysis
How a current story is framed, sourced and amplified.
Disinformation Campaign Detection
Coordination, synchronization and amplification signals.
Social Engineering Detection
Fear / guilt / tribal / urgency persuasion triggers.
Religious / Scripture Comparison
Compare a passage across translations & source traditions (Bible, Qur'an, Tanakh, Gita…).
Historical Text Comparison
Compare accounts of the same event across sources.
Translation Drift Analysis
Whether translation choices push an interpretation.
Source Provenance Mapping
Trace a claim back to its earliest verifiable origin.
A forensic profile, not a truth percentage
Every analysis yields eight independent scores. They are never collapsed into one number.
Provenance Integrity
Traceability to an early/primary source.
Textual Drift
How much wording or meaning changed across versions.
Translation Pressure
Whether translation choices steer interpretation.
Narrative Engineering
Whether framing is built to manufacture belief.
Coordination Signal
Whether sources repeat language like a campaign.
Omission / Suppression
Whether context or alternatives are hidden.
Evidence Strength
How strong the checkable evidence is.
Manufactured Truth Risk
Composite — organic, curated, framed, or manufactured.
Evidence graph legend
Each analysis renders a 3D evidence constellation: claims, sources, supporting and contradicting evidence, translation variants, and manipulation signals — color-coded and clustered.
Try it on a sample
Each sample is crafted to exercise different detectors. Runs fully offline on the mock engine.
Disinformation Campaign Detection
URGENT: They don't want you to know about this
A viral health-scare post with unnamed authorities, urgency, and a near-duplicate repost.
Historical Text Comparison
Incident at the warehouse, 2019
Two eyewitness accounts of the same incident that disagree on key facts.
Social Engineering Detection
Join us before the collapse
A persuasion-heavy message leaning on fear, tribal identity, and a savior figure.
Religious / Scripture Comparison
1 John 5:7 — comparison across traditions
The Comma Johanneum (1 John 5:7) — a famous textual-variant case across Christian translations.
Religious / Scripture Comparison
Qur'an 4:34 — a translation-pressure case
Qur'an 4:34 — the verb daraba rendered very differently across public-domain translations.
Guardrails
This tool will not pretend uncertainty away, attack religions, promote conspiracy thinking, or treat textual change as automatic corruption. Translation difference is not assumed to be manipulation; disagreement is not assumed to be disinformation. When something cannot be verified with the supplied material, it says so.