{"schema_version":"onlylabs.public_signal.v1","title":"Upstage (Solar) Fork: UpstageAI/ParseBench","description":"Upstage (Solar) fork signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/1424c9ba-bb12-45cc-ba5e-7f90f3301eb9","json_url":"https://onlylabs.fyi/signals/1424c9ba-bb12-45cc-ba5e-7f90f3301eb9/signal.json","generated_at":"2026-10-24T20:20:01.364Z","evidence_latest_fetched_at":"2026-09-17T07:03:11.11442+00:00","signal_first_seen_at":"2026-09-17T07:00:45.57176+00:00","org":{"slug":"upstage","name":"Upstage (Solar)","category":"neolab","category_label":"Neolab","dossier_url":"https://onlylabs.fyi/labs/upstage","dossier_json_url":"https://onlylabs.fyi/labs/upstage/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/1424c9ba-bb12-45cc-ba5e-7f90f3301eb9","signal_json":"https://onlylabs.fyi/signals/1424c9ba-bb12-45cc-ba5e-7f90f3301eb9/signal.json","source":"https://github.com/UpstageAI/ParseBench","lab_dossier":"https://onlylabs.fyi/labs/upstage","lab_dossier_json":"https://onlylabs.fyi/labs/upstage/dossier.json","analysis":"https://onlylabs.fyi/analysis/upstage","analysis_json":"https://onlylabs.fyi/analysis/upstage/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/upstage/evidence.json","category":"https://onlylabs.fyi/neolabs","category_json":"https://onlylabs.fyi/neolabs.json","category_feed":"https://onlylabs.fyi/neolabs/feed.xml","category_signals_json":"https://onlylabs.fyi/signals.json?category=neolab","topic":"https://onlylabs.fyi/topics/forks","topic_signals_json":"https://onlylabs.fyi/topics/forks/signals.json?category=neolab","topic_feed":"https://onlylabs.fyi/topics/forks/feed.xml?category=neolab","data_business":null},"answer_pack":{"answer":"Upstage (Solar) forked UpstageAI/ParseBench (forked from run-llama/ParseBench). 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for this category, keep conclusions tied to category-specific strategy, source evidence, and follow-up questions.","required_sources":[{"label":"signal_json","url":"https://onlylabs.fyi/signals/1424c9ba-bb12-45cc-ba5e-7f90f3301eb9/signal.json","required":true},{"label":"source","url":"https://github.com/UpstageAI/ParseBench","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/upstage/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/upstage/evidence.json","required":true},{"label":"topic_signals_json","url":"https://onlylabs.fyi/topics/forks/signals.json?category=neolab","required":false},{"label":"data_radar_json","url":null,"required":false}],"expected_output":["one-paragraph source-grounded interpretation","category-specific implication","confidence and missing evidence","recommended next source to inspect"],"prompt_seed":"Using only the linked onlylabs JSON, captured source context, and cited evidence, analyze Upstage (Solar)'s fork signal \"UpstageAI/ParseBench\" for neolab strategy."},"semantic_triples":[{"subject":"Upstage (Solar)","predicate":"forked","object":"UpstageAI/ParseBench","text":"Upstage (Solar) forked UpstageAI/ParseBench."},{"subject":"UpstageAI/ParseBench","predicate":"is classified as","object":"fork signal","text":"UpstageAI/ParseBench is classified as fork signal."},{"subject":"UpstageAI/ParseBench","predicate":"belongs to","object":"forks desk","text":"UpstageAI/ParseBench belongs to forks desk."},{"subject":"UpstageAI/ParseBench","predicate":"has context","object":"forked from run-llama/ParseBench","text":"UpstageAI/ParseBench has context forked from run-llama/ParseBench."},{"subject":"UpstageAI/ParseBench","predicate":"has evidence coverage","object":"1 captured evidence page","text":"UpstageAI/ParseBench has evidence coverage 1 captured evidence page."},{"subject":"UpstageAI/ParseBench","predicate":"has captured page count","object":"1","text":"UpstageAI/ParseBench has captured page count 1."},{"subject":"UpstageAI/ParseBench","predicate":"has readable page count","object":"1","text":"UpstageAI/ParseBench has readable page count 1."},{"subject":"UpstageAI/ParseBench","predicate":"has related signal count","object":"6","text":"UpstageAI/ParseBench has related signal count 6."},{"subject":"UpstageAI/ParseBench","predicate":"has analysis playbook objective","object":"Turn fork activity into a map of upstream tools, libraries, model utilities, agent frameworks, and research dependencies being inspected or adapted.","text":"UpstageAI/ParseBench has analysis playbook objective Turn fork activity into a map of upstream tools, libraries, model utilities, agent frameworks, and research dependencies being inspected or adapted.."},{"subject":"UpstageAI/ParseBench","predicate":"has source host","object":"github.com","text":"UpstageAI/ParseBench has source host github.com."},{"subject":"UpstageAI/ParseBench","predicate":"has lab","object":"Upstage (Solar)","text":"UpstageAI/ParseBench has lab Upstage (Solar)."},{"subject":"UpstageAI/ParseBench","predicate":"has signal desk","object":"forks","text":"UpstageAI/ParseBench has signal desk forks."},{"subject":"UpstageAI/ParseBench","predicate":"has source host","object":"github.com","text":"UpstageAI/ParseBench has source host github.com."},{"subject":"UpstageAI/ParseBench","predicate":"has repository","object":"UpstageAI/ParseBench","text":"UpstageAI/ParseBench has repository UpstageAI/ParseBench."},{"subject":"UpstageAI/ParseBench","predicate":"has parent","object":"run-llama/ParseBench","text":"UpstageAI/ParseBench has parent run-llama/ParseBench."},{"subject":"UpstageAI/ParseBench","predicate":"has watch term","object":"Eval methodology","text":"UpstageAI/ParseBench has watch term Eval methodology."},{"subject":"UpstageAI/ParseBench","predicate":"has watch term","object":"Data pipeline","text":"UpstageAI/ParseBench has watch term Data pipeline."},{"subject":"UpstageAI/ParseBench","predicate":"has watch term","object":"Agents and tool use","text":"UpstageAI/ParseBench has watch term Agents and tool use."}]},"intelligence":{"signal_desk":"forks","answer":"Upstage (Solar) forked UpstageAI/ParseBench (forked from run-llama/ParseBench). This fork signal points to upstream code the lab may be inspecting, patching, or building on. High-signal details: repo UpstageAI/ParseBench · parent run-llama/ParseBench. onlylabs links this event to 1 captured evidence page and 6 related fork signals.","semantic_triples":[{"subject":"Upstage (Solar)","predicate":"forked","object":"UpstageAI/ParseBench","text":"Upstage (Solar) forked UpstageAI/ParseBench."},{"subject":"UpstageAI/ParseBench","predicate":"is classified as","object":"fork signal","text":"UpstageAI/ParseBench is classified as fork signal."},{"subject":"UpstageAI/ParseBench","predicate":"belongs to","object":"forks desk","text":"UpstageAI/ParseBench belongs to forks desk."},{"subject":"UpstageAI/ParseBench","predicate":"has context","object":"forked from run-llama/ParseBench","text":"UpstageAI/ParseBench has context forked from run-llama/ParseBench."},{"subject":"UpstageAI/ParseBench","predicate":"has evidence coverage","object":"1 captured evidence page","text":"UpstageAI/ParseBench has evidence coverage 1 captured evidence page."}]},"signal":{"id":"1424c9ba-bb12-45cc-ba5e-7f90f3301eb9","url":"https://onlylabs.fyi/signals/1424c9ba-bb12-45cc-ba5e-7f90f3301eb9","json_url":"https://onlylabs.fyi/signals/1424c9ba-bb12-45cc-ba5e-7f90f3301eb9/signal.json","source_url":"https://github.com/UpstageAI/ParseBench","title":"UpstageAI/ParseBench","summary":"Upstage (Solar) forked upstream code. onlylabs watches forks for tooling, infrastructure, research dependencies, and product-adjacent work.","context":"forked from run-llama/ParseBench","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"upstage","name":"Upstage (Solar)","category":"neolab"},"occurred_at":"2026-09-17T05:59:39+00:00","first_seen_at":"2026-09-17T07:00:45.57176+00:00","date_source":"source","evidence_coverage":{"target_pages":1,"captured_pages":1,"readable_pages":1,"capture_methods":["plain"],"missing_page_urls":[],"failed_page_urls":[],"blocked_page_urls":[],"page_urls":["https://github.com/UpstageAI/ParseBench"]},"facets":{"repo":"UpstageAI/ParseBench","parent":"run-llama/ParseBench"},"traction":{"github_stars":0,"hn_points":null,"hn_comments":null,"hn_story_id":null,"hf_downloads":null,"hf_likes":null},"data_radar":null},"primary_evidence_page":{"is_primary":true,"source_match":true,"url":"https://github.com/UpstageAI/ParseBench","final_url":"https://github.com/UpstageAI/ParseBench","title":"UpstageAI/ParseBench repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-09-17T07:03:11.11442+00:00","bytes":37710,"raw_path":"9ed890888a8e42566598ad667bcecec655bce8f2d0238b612125691c911eb99b.json","content_hash":"9b05ee8ed48e66205813bcc3b719fb88c0fce1e0f05a5c329f6fdffc59e9e01d","excerpt_chars":1200,"truncated":true,"excerpt":"UpstageAI/ParseBench Description: ParseBench - A Document Parsing Benchmark for AI Agents License: Apache-2.0 Stars: 0 Forks: 0 Open issues: 1 Created: 2026-09-17T05:59:39Z Pushed: 2026-09-17T06:24:00Z Default branch: main Fork: yes Parent repository: run-llama/ParseBench Archived: no README: ParseBench > **Related:** For schema-guided enterprise document extraction, see our companion benchmark [ExtractBench](https://github.com/run-llama/ExtractBench). **ParseBench** is a benchmark for evaluating how well document parsing tools convert PDFs into structured output that AI agents can reliably act on. It tests whether parsed output preserves the structure and meaning needed for autonomous decisions — not just whether it looks similar to a reference text. The benchmark covers ~2,000 human-verified pages from real enterprise documents (insurance, finance, government), organized around five capability dimensions, each targeting a failure mode that breaks production agent workflows. Leaderboard _Top 10 by Overall score. For the full sortable, filterable leaderboard, see [parsebench.ai](https://parsebench.ai); for raw data, see [leaderboard.csv](leaderboard.csv)._ | Rank | Provider |..."},"evidence_pages":[],"related_signals":[{"id":"2e34d57c-9ae9-48a9-a360-bb9251d68288","url":"https://onlylabs.fyi/signals/2e34d57c-9ae9-48a9-a360-bb9251d68288","source_url":"https://github.com/UpstageAI/sonic-moe","title":"UpstageAI/sonic-moe","context":"forked from Dao-AILab/sonic-moe","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"upstage","name":"Upstage (Solar)","category":"neolab"},"occurred_at":"2026-09-04T09:14:58+00:00","first_seen_at":"2026-09-05T07:00:43.287596+00:00","date_source":"source"},{"id":"559043f9-080e-4c7f-9629-6db81b6f7215","url":"https://onlylabs.fyi/signals/559043f9-080e-4c7f-9629-6db81b6f7215","source_url":"https://github.com/UpstageAI/hermes-agent","title":"UpstageAI/hermes-agent","context":"forked from NousResearch/hermes-agent","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"upstage","name":"Upstage (Solar)","category":"neolab"},"occurred_at":"2026-06-08T02:36:18+00:00","first_seen_at":"2026-06-08T07:01:17.823748+00:00","date_source":"source"},{"id":"df5240f5-a7c7-4253-85e9-512bcba041d9","url":"https://onlylabs.fyi/signals/df5240f5-a7c7-4253-85e9-512bcba041d9","source_url":"https://github.com/UpstageAI/opencode","title":"UpstageAI/opencode","context":"forked from anomalyco/opencode","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"upstage","name":"Upstage (Solar)","category":"neolab"},"occurred_at":"2026-02-22T20:57:19+00:00","first_seen_at":"2026-06-05T22:32:23.278679+00:00","date_source":"source"},{"id":"96714acf-bfc6-4f25-ad4d-dcb3e019eaae","url":"https://onlylabs.fyi/signals/96714acf-bfc6-4f25-ad4d-dcb3e019eaae","source_url":"https://github.com/UpstageAI/Gym","title":"UpstageAI/Gym","context":"forked from NVIDIA-NeMo/Gym","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"upstage","name":"Upstage (Solar)","category":"neolab"},"occurred_at":"2026-01-31T02:52:48+00:00","first_seen_at":"2026-06-05T22:32:23.278679+00:00","date_source":"source"},{"id":"00a08825-977b-40e9-86f7-9d88226a2434","url":"https://onlylabs.fyi/signals/00a08825-977b-40e9-86f7-9d88226a2434","source_url":"https://github.com/UpstageAI/transformers","title":"UpstageAI/transformers","context":"forked from huggingface/transformers","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"upstage","name":"Upstage (Solar)","category":"neolab"},"occurred_at":"2026-01-09T02:49:16+00:00","first_seen_at":"2026-06-05T22:32:23.278679+00:00","date_source":"source"},{"id":"176d8916-1297-4814-bdbc-81b010962da6","url":"https://onlylabs.fyi/signals/176d8916-1297-4814-bdbc-81b010962da6","source_url":"https://github.com/UpstageAI/vllm","title":"UpstageAI/vllm","context":"forked from vllm-project/vllm","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"upstage","name":"Upstage (Solar)","category":"neolab"},"occurred_at":"2025-12-29T06:50:24+00:00","first_seen_at":"2026-06-05T22:32:23.278679+00:00","date_source":"source"}]}