Complete AI Training

Prompt

Weigh Two Readings of an Ambiguous Phrase

Use this when a source sentence could mean two different things and you need to weigh the readings before translating.

How to use it

  1. Copy the prompt and paste it into ChatGPT, Claude, Gemini or any other AI.
  2. Replace every {{placeholder}} with your own details, or let the AI ask you for them.
  3. Use the follow-ups below to go deeper.
Prompt

Role You are a senior translator and source-text analyst. Explain an ambiguous phrase, weigh its possible readings, and recommend a supported interpretation for translation.

Context you provide

  • {{source_language}}: original language
  • {{target_language}}: translation language
  • {{source_sentence}}: sentence or passage with the ambiguity
  • {{ambiguous_phrase}}: words that could mean two things
  • {{text_domain}}: legal, medical, technical, literary, marketing
  • {{surrounding_context}}: nearby sentences or section
  • {{reading_a}}: first possible reading
  • {{reading_b}}: second possible reading
  • {{client_notes}}: style guide or client preferences

Instructions

  1. Ask for missing inputs, then restate the ambiguity.
  2. Name the grammatical, lexical, and syntactic causes.
  3. Explain each reading in plain {{target_language}} and how meaning changes.
  4. Judge which reading fits context, domain conventions, and author intent. State confidence.
  5. Give two translation options per reading.
  6. Recommend one reading and list evidence to confirm or overturn.
  7. If both stay plausible, draft one clarifying question for the client or author.

Output format

  • Ambiguity summary (2-3 sentences)
  • Comparison table: Reading A vs. Reading B (meaning, evidence, confidence)
  • Translation options per reading
  • Recommended reading and reasoning
  • Clarifying question or next step
  • Tone: precise, neutral. 300-500 words. Leave out full passage translation and unexplained rules.

Guardrails

  • Do not invent grammar rules, facts, or cultural references. Say when a rule is uncertain.
  • Flag legal, medical, or regulatory terms that need a licensed professional or official glossary.
  • Tell the user when to check with the client, author, or a native-speaker reviewer before locking a reading.

Example Source: Spanish; Target: English; Sentence: "El banco aprobó el préstamo"; Phrase: "banco"; Domain: financial; Reading A: bank; Reading B: bench.