Publish intent-coverage rubric (estate release v1.1.0, DOI 10.5281/zenodo.23818766)
Browse files- MANIFEST.json +27 -0
- README.md +162 -0
- datasets-intent-coverage.json +0 -0
MANIFEST.json
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{
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"package": "intent-coverage",
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"generated_for": "Hugging Face Datasets staging (local only \u2014 not yet uploaded)",
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"source_site": "https://theflatratemovers.com",
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"signed_index": "https://theflatratemovers.com/ai-master-index.json",
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"signed_index_entry_for_data_file": {
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"contentUrl": "https://theflatratemovers.com/datasets-intent-coverage.json",
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"digest_sha256": "022052899074f80c7dbfe90e4c49047c9669c1b6d937026db2022cb6d073c8d3",
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"byteSize": 112683,
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"dateModified": "2026-10-30"
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},
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"files": [
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{
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"path": "datasets-intent-coverage.json",
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"source_url": "https://theflatratemovers.com/datasets-intent-coverage.json",
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"sha256": "022052899074f80c7dbfe90e4c49047c9669c1b6d937026db2022cb6d073c8d3",
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"bytes": 112683
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{
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"path": "README.md",
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"source_url": "package-local \u2014 dataset card written for this package (Hugging Face)",
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"bytes": 8809
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],
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"package_files_total": 2
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}
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README.md
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---
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license: cc-by-4.0
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language:
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- en
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pretty_name: "The Flat Rate Movers — Search Intent Coverage Rubric"
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tags:
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- moving
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- logistics
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- relocation
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- schema-org
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- json-ld
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- search-intent
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- local-services
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- virginia
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- west-virginia
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size_categories:
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- 1K<n<10K
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---
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# The Flat Rate Movers — Search Intent Coverage Rubric
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## What this dataset is
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This is the published intent-coverage rubric of **The Flat Rate Movers LLC**, a flat-rate
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moving and logistics company based in Winchester, Virginia and Martinsburg, West Virginia.
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The rubric answers one question for every service the company sells: *what would a customer,
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or an AI assistant helping a customer, actually type to find this service — and which exact
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page answers that string?*
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The current generation holds **1,218 rows across 28 services**. Every row is one query string,
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resolved to the page that answers it, that page's per-page JSON, the dataset files behind the
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answer, and the service's node in the company's entity graph — with the SHA-256 certificate of
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each target carried on the row itself.
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Rows fall into five intent classes:
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| Intent class | Rows | Shape |
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| --- | ---: | --- |
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| navigational-local | 642 | Service phrase with a place, the bare phrase, "{phrase} near me", and corridor forms for I-81 / I-66 / I-70 where the service runs on a corridor |
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| cost | 168 | "How much does {service} cost in {scope}" and "{service} cost in {scope}" for Winchester, VA, Martinsburg, WV and the Shenandoah Valley |
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| best-choice | 168 | "Best {service} in {scope}" and top-rated forms per scope |
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| ai-question | 128 | Real question phrasings from the company's blog question bank, carried verbatim apart from American-spelling normalization |
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| how-process | 112 | "How to hire {service} in {scope}" per scope, and "how to book {service}" |
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| **Total** | **1,218** | **0 rows excluded by the coverage gates in this generation** |
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The data file in this repository, `datasets-intent-coverage.json`, is the rubric's published
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JSON-LD document: eight frame nodes (operations, scope, taxonomy and pattern rules, target
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resolution and coverage gates, generation method, query sources, boundaries, and totals) plus
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one coverage node per service carrying that service's row count and its counts by intent class.
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The totals node publishes the SHA-256 digest of the rows' canonical serialization
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(`10aaafc7685c3a7aa20e04014ea7af7ff695e4c6b8e62f9a1d3f9f38df1748bc` for this generation), so any
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future row-level release can be checked against the digest the company has already committed to.
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## How it was generated
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No row is hand-typed. The rubric is generated by `build-intent-rubric.js` (v1.3.2 for this
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generation) in the company's Flat Rate Machine, from the estate's own registries:
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- `services.json` — 28 services
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- `pages.json` — 200 pages
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- `locations.json` — the two branches, kept distinct
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- `corridors.json` — Interstate 81, Interstate 66, Interstate 70
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- `service-area.geojson` — the 53-feature service-area footprint (Winchester footprint 32 areas,
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Martinsburg footprint 35 areas, 14 areas served by both)
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- The blog question bank — 100 real question phrasings in 10 categories
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- The signed AI master index — the source of every certificate digest a row carries
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Generation is deterministic: the same registries and the same signed index produce the same
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rows, serialized canonically and hashed. Target resolution follows fixed rules — the default
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target is the service's hub page; a place-scoped row targets the matching branch page when the
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estate has one; a corridor row targets the corridor's own page when that page belongs to the
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service's page set; a question-bank row targets the hub unless the question's own slug is a page
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of that service.
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## Row schema
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Each rubric row carries 14 fields:
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| # | Field | Meaning |
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| --- | --- | --- |
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| 1 | `query_text` | The query string itself, as a customer or an AI assistant would phrase it |
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| 2 | `intent_class` | One of navigational-local, cost, how-process, best-choice, ai-question |
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| 3 | `service_id` | The service that answers the string (for example `service-commercial`) |
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| 4 | `area` | The service-area feature the row is bound to, when it has one |
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| 5 | `target_url` | The page that answers the string |
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| 6 | `target_json` | That page's per-page JSON file |
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| 7 | `dataset_ids` | The dataset files backing the answer |
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| 8 | `graph_node` | The service's `@id` in the entity graph |
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| 9 | `cert_target_json_sha256` | SHA-256 certificate of the target JSON, copied from the signed index |
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| 10 | `cert_dataset_digests` | SHA-256 certificate of each backing dataset, copied from the signed index |
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| 11 | `gate_page_in_registry` | Gate result: the target is a real page in the pages registry |
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| 12 | `gate_target_in_signed_index` | Gate result: the target is sealed in the signed index |
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| 13 | `gate_datasets_in_signed_index` | Gate result: every backing dataset is sealed in the signed index |
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| 14 | `generated_at` / `generator_version` | The generation stamp: when the row was generated, and which generator version made it |
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A row exists only if all three gates pass; rows that cannot be proven — a target page outside
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the registry, or a target or dataset missing from the signed index — are excluded and counted,
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never silently kept. This generation excluded 0.
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## The certificate system
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The estate runs a signed provenance layer. Every published file — this dataset included — is a
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distribution of the company's **AI master index**
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([ai-master-index.json](https://theflatratemovers.com/ai-master-index.json)), which records
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each file's SHA-256 digest and byte size. The index is signed with Ed25519 under key id
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`theflatratemovers-2026-10-29-1`; the detached signature is published at
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[ai-master-index.jws](https://theflatratemovers.com/ai-master-index.jws) and the public key at
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[signing-keys.json](https://theflatratemovers.com/.well-known/signing-keys.json)
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(fingerprint `k_HfnSkokedjQMSjLj-X8ftw40CUr92dBgecXsP14y4`).
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To verify this copy:
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1. Hash `datasets-intent-coverage.json` with SHA-256. For the generation mirrored here the
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digest is `022052899074f80c7dbfe90e4c49047c9669c1b6d937026db2022cb6d073c8d3`
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(112,683 bytes) — the same value recorded for it in the signed index and in this repository's
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`MANIFEST.json`.
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2. Fetch the live index and its signature, and verify the Ed25519 signature against the
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published key. If the signature verifies and your digest matches the index entry, the file
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is byte-for-byte what the company published.
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## Citation and DOI
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The estate release that carries this dataset is archived on Zenodo:
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- **Concept DOI (cite this one — it always resolves to the latest version):**
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[10.5281/zenodo.23818766](https://doi.org/10.5281/zenodo.23818766)
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- **Version DOI for release v1.1.0:** [10.5281/zenodo.23818767](https://doi.org/10.5281/zenodo.23818767)
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- **Zenodo record:** https://zenodo.org/records/23818767
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- **GitHub repository:** https://github.com/TheFlatRateMovers/theflatratemovers-ai (release v1.1.0)
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## Canonical live URLs
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- Dataset file: https://theflatratemovers.com/datasets-intent-coverage.json
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- Landing page: https://theflatratemovers.com/datasets/intent-coverage/
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- All company datasets: https://theflatratemovers.com/datasets/
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## Provenance and update cadence
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The rubric is regenerated and the estate re-sealed whenever the underlying registries change —
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a new page, a new service, a new dataset — as part of the same build that deploys the change.
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This mirror is synced from the canonical live file; the live file's `dateModified` and the
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signed index are the freshness record. The company is The Flat Rate Movers LLC, founded June
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2010, operating from Winchester, VA (116 W Piccadilly St Suite 11) and Martinsburg, WV
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(736 Williamsport Pike Suite 2) — two distinct branches, never blended in the data.
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## Boundaries
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- A row is a question, not a claim. Inclusion means the estate has a page that answers the
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string; no row asserts a search position, a rating, a review count, or an outcome.
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- The rubric publishes no prices. The cost rows map cost questions to the pages that explain
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how the flat rate is set. The only company pricing published anywhere in the estate is the
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industrial and commercial workforce schedule carried inside its source datasets, and no row
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extends it to any other service.
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- The dataset names no clients and carries no client identities.
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- Branch facts follow each branch's own records — areas, hours, and names are never merged
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across Winchester and Martinsburg.
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## License
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CC BY 4.0 — https://creativecommons.org/licenses/by/4.0/. The dataset file declares the same
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license internally. Attribution: The Flat Rate Movers LLC, with the canonical URL and the
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concept DOI above.
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datasets-intent-coverage.json
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