---
title: "onto-hsmap — Mova code model"
description: "Mova code model of onto/src/hsmap.rs: components with their labels, obernants and the model text."
url: "https://groupants.elamur.ai/free/en/mova/onto/src/hsmap.rs.groupant/"
---
Elamur: [Mova](https://md.mova.elamur.ai/free/en/) · [Dictionary](https://md.dictionary.elamur.ai/free/en/) · [Research](https://md.research.elamur.ai/free/en/) · **Groupants**

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# onto-hsmap

The groupant beside onto/src/hsmap.rs in the Mova repository: what the code computes, what it never does, how to go back from its outputs, its invariants, cost and checks.

## Facts

- **kind:** groupant
- **status:** partial source bound model
- **source:** [`onto/src/hsmap.rs`](https://github.com/ElamurAI/mova-free/blob/main/onto/src/hsmap.rs)
- **source SHA-256:** `7ae1e9362cb8f9ce…`
- **repository folder:** [`onto/src/hsmap.rs.groupant`](https://github.com/ElamurAI/mova-free/tree/main/onto/src/hsmap.rs.groupant)
- **repository commit:** `855da7bd4a7b`

> **Implementation material.** A Mova code model describes this code at one source revision: partial models, finite checks and their stated scope. It is not a reviewed general exposition, and its labels are shown as written, never raised.

## Components

| component | label | where |
|---|---|---|
| **approximant** | partial | [approximant](#approximant) |
| **ast** | partial | `syntax.json` |
| **composition** | partial | [composition](#composition) |
| **cost** | partial | [cost](#cost) |
| **descriptant** | present | [descriptant](#descriptant) |
| **invariant** | partial | [invariant](#invariant) |
| **tests** | executed bounded checks | [tests](#tests) |

## Obernants

The typed relations around the forward model: the behaviour complement (what the code never does), the reverse reconstruction (every input compatible with an output) and specialised views.

| id | type | label | where |
|---|---|---|---|
| `behavior_complement` | behavior_complement | partial source derived model | [behavior_complement](#behavior-complement) |
| `reverse_reconstruction` | reverse_reconstruction | partial source derived model | [reverse_reconstruction](#reverse-reconstruction) |
| `score_ties` | score_ties | partial source derived model | [score_ties](#score-ties) |
| `graph_verdict_order` | graph_verdict_order | partial source derived model | [graph_verdict_order](#graph-verdict-order) |
| `mapping_identity` | mapping_identity | partial source derived model | [mapping_identity](#mapping-identity) |
| `effect_boundary` | effect_boundary | partial source derived model | [effect_boundary](#effect-boundary) |

## Parts

- [onto-hsmap-selection](https://md.groupants.elamur.ai/free/en/mova/onto/src/hsmap.rs.groupant/selection.groupant/)
- [onto-hsmap-isa-gate](https://md.groupants.elamur.ai/free/en/mova/onto/src/hsmap.rs.groupant/isa-gate.groupant/)

## Model text


### descriptant

#### onto-hsmap

Candidates search longest NP and spelling variants, shorter preference-fit can override first nonfit. pick=WSD+state+chapter with >1e-9 replacement threshold. Build pass1 chapter distribution/pass2 scoring and constrained confirmations; ordered IsA fallback gates; sequential TSV derivative writes. judge/confirm invoke teacher and remain unexecuted.

##### Modeling epoch 2026-10-31

Prospective model saved before edits; nine existing sources read fully. Added bounded inline tests; store reader overflow repaired only after compiled old-code failing witness. No live corpus, teacher, model or database effects executed. Source syntax generated twice identically; partial lexical projection only.

### approximant

#### Forward relation

Candidates search longest NP and spelling variants, shorter preference-fit can override first nonfit. pick=WSD+state+chapter with >1e-9 replacement threshold. Build pass1 chapter distribution/pass2 scoring and constrained confirmations; ordered IsA fallback gates; sequential TSV derivative writes. judge/confirm invoke teacher and remain unexecuted.

##### Equations

s(c)=WSD(c)+W_HS·1[lf(c)∈prefer]+W_CHAP·chapter_share(lf(c)); b_{i+1}=i if s_i>s_b+1e-9 else b. Qmap(s)=first accepted numeric row; Confirm(k)=last row.

##### Domain

Picks stay in supplied senses; confirmed c can retain old margin/why metadata. Tables trusted and may panic malformed; writes nontransactional.

Categorical behavior and effect boundaries have no validated percentage surrogate. Executable Rust approximant unsupported; 1/2/5/10% future caps require a useful metric first.

### invariant

#### Invariant and domain

Picks stay in supplied senses; confirmed c can retain old margin/why metadata. Tables trusted and may panic malformed; writes nontransactional.

##### Limits

Finite synthetic fixtures are not semantic proof. Public invalid indices, allocation failures, huge counters, environment races and live effects outside explicit checks remain unverified.

### cost

#### Cost approximation

Scoring O(S), WSD delegated; two mapped passes plus quadratic neighbour pairs per heading and feature scans; retains all rows/descriptions/output. No resource bound.

Symbolic costs only; no timing or throughput claim.

### composition

#### Composition

s(c)=WSD(c)+W_HS·1[lf(c)∈prefer]+W_CHAP·chapter_share(lf(c)); b_{i+1}=i if s_i>s_b+1e-9 else b. Qmap(s)=first accepted numeric row; Confirm(k)=last row.

Graph builder→store shape check→Kb; Kb→query→bridge/describe/pron. hs Parsed→hsmap preference/scoring/gates. Core SynMap last-duplicate vs Graph first-duplicate requires unique synset keys for interchangeable lookup. Syntax children below share parent projection; exact byte ranges bind original source semantics.

- selection: score(c)=WSD(c)+1[preferred]+chapter_share(lf(c)); best replaces only >old+1e-9

- isa-gate: Verdict=first witness in ancestry,other-sense,part,taxon,modifier,missing-head,made,source,LCA

### models

### behavior_complement

Unaccepted Q cannot load; later accepted duplicate cannot replace first. Confirmation outside candidates cannot override. Direct ancestry excludes weaker fallback verdict.

### reverse_reconstruction

Pick preimage is score vectors selecting c under scan threshold with reported second/margin. TSV loses source text, dedup levels/bounds; loader histories not recoverable.

### score_ties

First best retained unless >1e-9 improvement; second total_cmp then low index; singleton9.99 sentinel.

### graph_verdict_order

Yes→OtherSense→Part→Taxon(first60)→Modifier→Unknown head→Made→Source→Near/No.

### mapping_identity

Q first accepted numeric row; confirmations last(phrase,chapter/state). live/food keys separate.

### effect_boundary

load_rows external CSV/model; build sequential output; teacher paths excluded; render excludes scores/verdicts.


### tests

#### Actual-code checks

- `hsmap::wave29_tests::alignment_first_and_confirmation_last`
- `hsmap::wave29_tests::threshold_preferences_and_graph_join`

##### Evidence 2026-10-31

Each selected test passed twice debug and twice release after exact mutation restoration (15 named suite checks; all four sorted outcome sets equal, exits0). Compiled source control: negative-hsmap.log (compiled source mutation assertion failure101). Controls compile successfully and fail an assertion with exit101. Store control is the original unsafe length addition before repair.

Pure selection/graph gate/load temp helpers; live build/teacher/model/CSV unexecuted

Whole CLI, live teacher/corpus/model/prior loading, filesystem failure/durability and huge inputs were not executed. No exact wrapper is advertised as a percentage surrogate. Added test blocks rustfmt-formatted independently; unrelated source formatting preserved. Strict broad Clippy not repeated: existing dependency/source warnings are outside this work.