resolve()
The entity API that knows when not to answer
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resolve() tells your agent which real-world thing a name refers to: Jaguar the cat or the carmaker, Orange the telecom or the French town. Send text and get a stable ID for each mention, from Wikidata, your knowledge graph or your own vocabulary. When the evidence isn't there, it returns “unresolved” with a reason instead of guessing. Try three live agent demos with no sign-up. Free for individual developers: 1,000 credits a month. The pipeline and clients are open source (Apache-2.0).
PH · launched Oct 15, 2026 · 7 upvotes (top 5%) · 1 view
Niche: knowledge base and graph software · 105 launches, 3 in the last 7 days ▼ -63% · Explore this niche →
Category and tags
- Horizontal
- Data infrastructure
- Developer
- AI-native
- Commercial product
- API
- Developer Tools
- Artificial Intelligence
- GitHub
Visit website ↗ Source listing ↗
Could you build this?
Partial A basic entity-linking API over Wikidata is buildable, but reliable disambiguation with calibrated abstention ("unresolved") requires NLP and evaluation expertise that vibe coding won't supply.
What it would actually take: The stack would combine a Wikidata/knowledge-graph index with candidate retrieval (e.g., embeddings or BM25), a context-based ranker, and a confidence threshold for abstaining. The hard part is building a ranker and calibration that work across domains, which needs NLP engineers and labeled evaluation data.
Competitors
Other products that read as similar to this one : 17 launches clear the similarity bar, closest 8 shown.
Attention rank: #7 of 18 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 206 days after the earliest competitor.
- Rostr · hn · 2026-10-26 · 5 upvotes · similarity 0.38
- Kai Resolve by Gleap · ph · 2026-10-19 · 137 upvotes · similarity 0.35
- Frigade Assist API · ph · 2026-09-09 · 99 upvotes · similarity 0.34
- Trust ID · ph · 2026-11-04 · 2 upvotes · similarity 0.33
- TopNamed · ph · 2026-10-09 · 1 upvotes · similarity 0.33
- Aclif · hn · 2026-09-17 · 35 upvotes · similarity 0.32
- Resolver · ph · 2026-10-28 · 5 upvotes · similarity 0.32
- Tobira.ai · ph · 2026-03-23 · 729 upvotes · similarity 0.31
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