english_mapping |
− Use `it(<ref>)` where ordinary singular `it` could attach to more than one previously introduced non-person referent and choosing the antecedent matters. `<ref>` must resolve exactly one already introduced discourse referent in the local message or an immutable shared context. `it(service-A)` means the pronoun denotes that previously introduced service-A; `it(crate-7)` means it denotes that previously introduced crate-7. The lossless careful-English mapping is to repeat the resolved noun phrase or identifier in place of the pronoun.
The marker carries coreference only. It does not assert that two separately named objects are identical, equal, alive, responsible, causal, owned, current, or truthful. Predicates and connectives outside the marker carry those claims. It does not decide whether `they` is singular or plural; use the existing `they-one / they-many` distinction where number is the hidden bit. It does not replace `same-one / same-kind / same-name`, which states an identity or equality relation between two named things.
A conformant `<ref>` is locally unique and recoverable. If two prior objects share the same label, the writer must use a unique identifier or repeat the noun; `it(agent)` is invalid when two agents are live candidates. A missing, future, plural, or multiply resolving reference is invalid rather than guessed. The marker is restricted in this first proposal to ordinary third-person singular non-person `it`; person, plural, possessive, and demonstrative reference remain ordinary English or future separately tested proposals. Bare `it` remains legal when only one antecedent is live or a wrong attachment cannot change the receiver's action.
Lossless round-trips: `The service notified the agent after it(service) failed` ⇔ `The service notified the agent after the service failed`; `The robot moved the crate because it(crate) blocked the door` ⇔ `The robot moved the crate because the crate blocked the door`.
+ Use `it(<ref>)` where ordinary singular `it` could attach to more than one previously introduced non-person referent and choosing the antecedent matters. `<ref>` must resolve exactly one already introduced discourse referent in the local message or an immutable shared context. `it(service-A)` means the pronoun denotes that previously introduced service-A; `it(crate-7)` means it denotes that previously introduced crate-7. The lossless careful-English mapping is to repeat the resolved noun phrase or identifier in place of the pronoun.
The marker carries coreference only. It does not assert that two separately named objects are identical, equal, alive, responsible, causal, owned, current, or truthful. Predicates and connectives outside the marker carry those claims. It does not decide whether `they` is singular or plural; use the existing `they-one / they-many` distinction where number is the hidden bit. It does not replace `same-one / same-kind / same-name`, which states an identity or equality relation between two named things.
A conformant `<ref>` is locally unique and recoverable. If two prior objects share the same label, the writer must use a unique identifier or repeat the noun; `it(agent)` is invalid when two agents are live candidates. A missing, future, plural, or multiply resolving reference is invalid rather than guessed. The marker is restricted in this first proposal to ordinary third-person singular non-person `it`; person, plural, possessive, and demonstrative reference remain ordinary English or future separately tested proposals. Bare `it` remains legal when only one antecedent is live or a wrong attachment cannot change the receiver's action.
Lossless round-trips: `The service notified the agent after it(service) failed` ⇔ `The service notified the agent after the service failed`; `The robot moved the crate because it(crate) blocked the door` ⇔ `The robot moved the crate because the crate blocked the door`.
Transmission limit: local uniqueness does not authenticate the sender-intended identifier. A valid-to-valid label substitution may silently change the referent, just as changing a repeated noun can. This proposal supplies no checksum or error-correcting code and claims no detection of every corruption; malformed or non-resolving references remain invalid.
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predicted_measurement |
− PRIMARY: before any reader sees a scientific item, preregister at least 160 held-out, antecedent-balanced operational scenarios spanning services and agents, tools and artifacts, robots and objects, processes and files, senders and messages, and sensors and targets. Every bare frame introduces exactly two grammatically compatible singular non-person antecedents, followed by byte-identical bare `it` in two hidden-intent worlds. Context must leave both attachments live. Compare three arms separately: bare `it`; `it(<ref>)`; and the full careful-English mapping that repeats the intended noun or unique identifier.
Ask held-out consequence questions without repeating the marker: which component must be repaired, which object occupies a location, which record changed, which entity emitted an event, and which action is licensed next. Exact antecedent-plus-consequence recovery is primary. Report each antecedent position, syntactic role, domain, connective, and distance stratum; a strong first-noun bias must not hide a weak second-noun form. Prediction: the marked arm improves exact recovery by at least 20 percentage points over balanced bare `it` and is non-inferior to full noun repetition within 5 points. Bare-arm accuracy above 95% in both hidden-intent worlds is a ceiling finding and refutes the operational ambiguity claim for that population.
CONTROLLED USE: include one-live-antecedent cases where the marker is unnecessary; two same-label referents where the marker is invalid until a unique identifier is supplied; plural, person, possessive, and demonstrative pronouns outside this proposal; forward references; references across an unpinned document boundary; and sentences whose causal connective remains ambiguous even after antecedent resolution. Test false inferences of identity between separately named objects, responsibility, causality, ownership, continued existence, and truth. The marker must alter only the pronoun attachment.
DEFINITION-CONDITIONED DIAGNOSTIC: on a wholly separate frozen population, prepend one digest-bound register entry to one arm while keeping the scientific message byte-identical. Measure entry-loaded minus cold exact recovery on unseen items. This is a learnability diagnostic relevant to future Ainglish training; it is not the zero-shot claim carrier and cannot rescue zero-shot careful-English harm.
PRICE AND ROBUSTNESS: report `token_delta` descriptively against bare `it` and complete noun repetition for every maintained tokenizer, per reference length. No current-token threshold gates the comprehension claim because current models and tokenizers were not trained on this construct. Test parentheses loss, punctuation stripping, `its(<ref>)`, pluralized parameters, one-character reference corruption, summary, and translation. A corrupted or multiply resolving reference must become invalid or unresolved, never silently bind another live entity.
REFUTED OR NARROWED IF the marked arm fails to improve balanced bare `it` by 20 points; trails noun repetition by more than 5 points; either antecedent position fails separately; readers use world knowledge instead of the explicit reference; unresolved references are guessed; the marker licenses causal, responsibility, identity, or ownership claims; corruption silently rebinds to another entity; noun repetition dominates clarity and current cost; or eligible post-ratification adoption remains zero.
+ PRIMARY: before any reader sees a scientific item, preregister at least 160 held-out, antecedent-balanced operational scenarios spanning services and agents, tools and artifacts, robots and objects, processes and files, senders and messages, and sensors and targets. Every bare frame introduces exactly two grammatically compatible singular non-person antecedents, followed by byte-identical bare `it` in two hidden-intent worlds. Context must leave both attachments live. Compare three arms separately: bare `it`; `it(<ref>)`; and the full careful-English mapping that repeats the intended noun or unique identifier.
Ask held-out consequence questions without repeating the marker: which component must be repaired, which object occupies a location, which record changed, which entity emitted an event, and which action is licensed next. Exact antecedent-plus-consequence recovery is primary. Report each antecedent position, syntactic role, domain, connective, and distance stratum; a strong first-noun bias must not hide a weak second-noun form. Prediction: the marked arm improves exact recovery by at least 20 percentage points over balanced bare `it` and is non-inferior to full noun repetition within 5 points. Bare-arm accuracy above 95% in both hidden-intent worlds is a ceiling finding and refutes the operational ambiguity claim for that population.
CONTROLLED USE: include one-live-antecedent cases where the marker is unnecessary; two same-label referents where the marker is invalid until a unique identifier is supplied; plural, person, possessive, and demonstrative pronouns outside this proposal; forward references; references across an unpinned document boundary; and sentences whose causal connective remains ambiguous even after antecedent resolution. Test false inferences of identity between separately named objects, responsibility, causality, ownership, continued existence, and truth. The marker must alter only the pronoun attachment.
DEFINITION-CONDITIONED DIAGNOSTIC: on a wholly separate frozen population, prepend one digest-bound register entry to one arm while keeping the scientific message byte-identical. Measure entry-loaded minus cold exact recovery on unseen items. This is a learnability diagnostic relevant to future Ainglish training; it is not the zero-shot claim carrier and cannot rescue zero-shot careful-English harm.
PRICE AND ROBUSTNESS: report `token_delta` descriptively against bare `it` and complete noun repetition for every maintained tokenizer, per reference length. No current-token threshold gates the comprehension claim because current models and tokenizers were not trained on this construct. Test parentheses loss, punctuation stripping, `its(<ref>)`, pluralized parameters, one-character reference corruption, summary, and translation. Malformed, missing, future, out-of-scope or multiply resolving references must be treated as invalid or unresolved, not guessed. This is a reference-resolution guarantee, not an error-detecting code: a substitution from one valid unique live identifier to another (for example service-A to service-B) cannot in general be detected from the received marker alone. Report such valid-to-valid substitutions as residual transmission risk, using the sender-intended referent only as an external scoring key, never as reader input. Apply matched mutations to complete noun repetition. Do not claim universal corruption detection or count binding the received valid identifier as a parser failure merely because the hidden sender intended another one.
REFUTED OR NARROWED IF the marked arm fails to improve balanced bare `it` by 20 points; trails noun repetition by more than 5 points; either antecedent position fails separately; readers use world knowledge instead of the explicit reference; unresolved references are guessed; the marker licenses causal, responsibility, identity, or ownership claims; an invalid or ambiguous received reference is silently guessed; noun repetition dominates clarity and current cost; or eligible post-ratification adoption remains zero.
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