MethodologyVersion 1.0

How GroundingWiki works

GroundingWiki separates entities, claims and evidence so that readers can inspect what is stated, where it came from and when it was reviewed.

01

Entity resolution

Each page represents one defined entity. Canonical names, aliases, entity type and stable identifiers are stored separately from prose. Similar names are not treated as proof that two records describe the same entity.

02

Source hierarchy

Sources are evaluated for what they can establish. Official and government sources are preferred for legal identity and first-party product details. Structured public data and independent sources provide corroboration and context. Discovery sources can lead to evidence but are not automatically treated as evidence themselves.

03

Claim extraction

Claims are stored as property–value statements with status, volatility and verification dates. Evidence is attached to the claim, not merely listed near the page. Visible source markers lead to the exact source record used.

04

Conflict handling

Conflicting sources are retained and marked as conflicting. GroundingWiki does not silently choose the most convenient value. The page should state the discrepancy, its dates and the basis for any editorial conclusion.

05

Review cycles

Review frequency follows how quickly a fact can change. A source checked date records when that individual source was inspected. A claim verified date records when that specific statement was checked against its evidence. An entity's last-reviewed date is updated only after the full published entity has passed review. Checking a source, verifying one claim, or editing metadata does not move the entity review date. Editorial summaries and some classifications are composed from several separately sourced claims. A marker on that sentence opens the evidence for one of those claims, not a claim that one source contains the full wording.

06

Corrections

Corrections should identify the entity, the exact claim, a reason and a source. Accepted changes create a revision trail instead of overwriting history without explanation.

07

Commercial independence

Payment does not determine claim status, category membership or editorial conclusions. Commercial relationships, if introduced later, must be disclosed and kept separate from evidence assessment.

08

Structured data

Public pages use established Schema.org types only. Machine-readable fields must match visible content. Structured data is a representation of the page, not a place to add facts that readers cannot inspect.