{"schema_version":"onlylabs.public_signal.v1","title":"IBM (Granite) Repo: ibm-granite/granite-geospatial-biomass","description":"IBM (Granite) repo signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/9c647ddf-5b2f-45c1-ad2a-aae3b34ea5e0","json_url":"https://onlylabs.fyi/signals/9c647ddf-5b2f-45c1-ad2a-aae3b34ea5e0/signal.json","generated_at":"2026-06-11T04:19:58.275826+00:00","org":{"slug":"ibm","name":"IBM (Granite)","category":"neolab","category_label":"Neolab","dossier_url":"https://onlylabs.fyi/labs/ibm","dossier_json_url":"https://onlylabs.fyi/labs/ibm/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/9c647ddf-5b2f-45c1-ad2a-aae3b34ea5e0","signal_json":"https://onlylabs.fyi/signals/9c647ddf-5b2f-45c1-ad2a-aae3b34ea5e0/signal.json","source":"https://github.com/ibm-granite/granite-geospatial-biomass","lab_dossier":"https://onlylabs.fyi/labs/ibm","lab_dossier_json":"https://onlylabs.fyi/labs/ibm/dossier.json","analysis":"https://onlylabs.fyi/analysis/ibm","analysis_json":"https://onlylabs.fyi/analysis/ibm/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/ibm/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":null,"topic_signals_json":null,"topic_feed":null,"data_business":null},"answer_pack":{"answer":"IBM (Granite) published ibm-granite/granite-geospatial-biomass (Jupyter Notebook). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo ibm-granite/granite-geospatial-biomass · language Jupyter Notebook. onlylabs links this event to 1 captured evidence page and 6 related repo signals.","signal_desk":"repos","source_context":{"source_url":"https://github.com/ibm-granite/granite-geospatial-biomass","source_host":"github.com","occurred_at":"2024-06-27T18:22:34+00:00","first_seen_at":"2026-06-05T20:58:46.537084+00:00","date_source":"source","context":"Jupyter Notebook"},"context_markers":[{"label":"Lab","value":"IBM (Granite)","source":"signal"},{"label":"Signal desk","value":"repos","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"ibm-granite/granite-geospatial-biomass","source":"source"},{"label":"Language","value":"Jupyter Notebook","source":"source"},{"label":"Stars","value":"28","source":"traction"},{"label":"Watch term","value":"Safety and alignment","source":"evidence"}],"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/ibm-granite/granite-geospatial-biomass"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T04:19:58.275826+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/9c647ddf-5b2f-45c1-ad2a-aae3b34ea5e0/signal.json","dossier_json":"https://onlylabs.fyi/labs/ibm/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/ibm/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/ibm/evidence.json","topic_signals_json":null,"topic_feed":null,"category_signals_json":"https://onlylabs.fyi/signals.json?category=neolab","data_radar_json":null,"opportunities_json":null},"analysis_playbook":{"objective":"Turn new repository signals into early evidence of tooling, eval, infrastructure, model-adjacent, or product work before it appears in polished launch channels.","evidence_focus":["repo name","owner","description","language","stars","source URL","first seen time","data, eval, infra, safety, and product terms"],"extraction_questions":["What technical area does this repository expose?","Does the repo imply eval, data, infrastructure, agent, or deployment work?","Is the repo new evidence for a lab direction that is not yet in writing or releases?","Which related signals should an analyst inspect next?"],"signal_questions":["What does this new repository reveal before a formal announcement exists?","What technical area does this repository expose?","Does the repo imply eval, data, infrastructure, agent, or deployment work?","Do the 6 related repo signals show a repeated pattern?"],"output_fields":["org","repo","technical_theme","evidence_url"],"data_business_relevance":"Data-business lane extraction is scoped to frontier labs; for this category, interpret the repository as source-grounded category strategy evidence.","required_sources":[{"label":"signal_json","url":"https://onlylabs.fyi/signals/9c647ddf-5b2f-45c1-ad2a-aae3b34ea5e0/signal.json","required":true},{"label":"source","url":"https://github.com/ibm-granite/granite-geospatial-biomass","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/ibm/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/ibm/evidence.json","required":true},{"label":"topic_signals_json","url":null,"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 IBM (Granite)'s repo signal \"ibm-granite/granite-geospatial-biomass\" for neolab strategy."},"semantic_triples":[{"subject":"IBM (Granite)","predicate":"published repo","object":"ibm-granite/granite-geospatial-biomass","text":"IBM (Granite) published repo ibm-granite/granite-geospatial-biomass."},{"subject":"ibm-granite/granite-geospatial-biomass","predicate":"is classified as","object":"repo signal","text":"ibm-granite/granite-geospatial-biomass is classified as repo signal."},{"subject":"ibm-granite/granite-geospatial-biomass","predicate":"belongs to","object":"repos desk","text":"ibm-granite/granite-geospatial-biomass belongs to repos desk."},{"subject":"ibm-granite/granite-geospatial-biomass","predicate":"has context","object":"Jupyter Notebook","text":"ibm-granite/granite-geospatial-biomass has context Jupyter Notebook."},{"subject":"ibm-granite/granite-geospatial-biomass","predicate":"has evidence coverage","object":"1 captured evidence page","text":"ibm-granite/granite-geospatial-biomass has evidence coverage 1 captured evidence page."},{"subject":"ibm-granite/granite-geospatial-biomass","predicate":"has captured page count","object":"1","text":"ibm-granite/granite-geospatial-biomass has captured page count 1."},{"subject":"ibm-granite/granite-geospatial-biomass","predicate":"has readable page count","object":"1","text":"ibm-granite/granite-geospatial-biomass has readable page count 1."},{"subject":"ibm-granite/granite-geospatial-biomass","predicate":"has related signal count","object":"6","text":"ibm-granite/granite-geospatial-biomass has related signal count 6."},{"subject":"ibm-granite/granite-geospatial-biomass","predicate":"has analysis playbook objective","object":"Turn new repository signals into early evidence of tooling, eval, infrastructure, model-adjacent, or product work before it appears in polished launch channels.","text":"ibm-granite/granite-geospatial-biomass has analysis playbook objective Turn new repository signals into early evidence of tooling, eval, infrastructure, model-adjacent, or product work before it appears in polished launch channels.."},{"subject":"ibm-granite/granite-geospatial-biomass","predicate":"has source host","object":"github.com","text":"ibm-granite/granite-geospatial-biomass has source host github.com."},{"subject":"ibm-granite/granite-geospatial-biomass","predicate":"has lab","object":"IBM (Granite)","text":"ibm-granite/granite-geospatial-biomass has lab IBM (Granite)."},{"subject":"ibm-granite/granite-geospatial-biomass","predicate":"has signal desk","object":"repos","text":"ibm-granite/granite-geospatial-biomass has signal desk repos."},{"subject":"ibm-granite/granite-geospatial-biomass","predicate":"has source host","object":"github.com","text":"ibm-granite/granite-geospatial-biomass has source host github.com."},{"subject":"ibm-granite/granite-geospatial-biomass","predicate":"has repository","object":"ibm-granite/granite-geospatial-biomass","text":"ibm-granite/granite-geospatial-biomass has repository ibm-granite/granite-geospatial-biomass."},{"subject":"ibm-granite/granite-geospatial-biomass","predicate":"has language","object":"Jupyter Notebook","text":"ibm-granite/granite-geospatial-biomass has language Jupyter Notebook."},{"subject":"ibm-granite/granite-geospatial-biomass","predicate":"has stars","object":"28","text":"ibm-granite/granite-geospatial-biomass has stars 28."},{"subject":"ibm-granite/granite-geospatial-biomass","predicate":"has watch term","object":"Safety and alignment","text":"ibm-granite/granite-geospatial-biomass has watch term Safety and alignment."}]},"intelligence":{"signal_desk":"repos","answer":"IBM (Granite) published ibm-granite/granite-geospatial-biomass (Jupyter Notebook). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo ibm-granite/granite-geospatial-biomass · language Jupyter Notebook. onlylabs links this event to 1 captured evidence page and 6 related repo signals.","semantic_triples":[{"subject":"IBM (Granite)","predicate":"published repo","object":"ibm-granite/granite-geospatial-biomass","text":"IBM (Granite) published repo ibm-granite/granite-geospatial-biomass."},{"subject":"ibm-granite/granite-geospatial-biomass","predicate":"is classified as","object":"repo signal","text":"ibm-granite/granite-geospatial-biomass is classified as repo signal."},{"subject":"ibm-granite/granite-geospatial-biomass","predicate":"belongs to","object":"repos desk","text":"ibm-granite/granite-geospatial-biomass belongs to repos desk."},{"subject":"ibm-granite/granite-geospatial-biomass","predicate":"has context","object":"Jupyter Notebook","text":"ibm-granite/granite-geospatial-biomass has context Jupyter Notebook."},{"subject":"ibm-granite/granite-geospatial-biomass","predicate":"has evidence coverage","object":"1 captured evidence page","text":"ibm-granite/granite-geospatial-biomass has evidence coverage 1 captured evidence page."}]},"signal":{"id":"9c647ddf-5b2f-45c1-ad2a-aae3b34ea5e0","url":"https://onlylabs.fyi/signals/9c647ddf-5b2f-45c1-ad2a-aae3b34ea5e0","json_url":"https://onlylabs.fyi/signals/9c647ddf-5b2f-45c1-ad2a-aae3b34ea5e0/signal.json","source_url":"https://github.com/ibm-granite/granite-geospatial-biomass","title":"ibm-granite/granite-geospatial-biomass","summary":"IBM (Granite) published a new repository. onlylabs watches repos for tooling, eval, infra, and model-adjacent work.","context":"Jupyter Notebook","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"ibm","name":"IBM (Granite)","category":"neolab"},"occurred_at":"2024-06-27T18:22:34+00:00","first_seen_at":"2026-06-05T20:58:46.537084+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/ibm-granite/granite-geospatial-biomass"]},"facets":{"repo":"ibm-granite/granite-geospatial-biomass","language":"Jupyter Notebook"},"traction":{"github_stars":28,"hn_points":null,"hn_comments":null,"hn_story_id":null,"hf_downloads":null,"hf_likes":null},"data_radar":null},"primary_evidence_page":{"url":"https://github.com/ibm-granite/granite-geospatial-biomass","final_url":"https://github.com/ibm-granite/granite-geospatial-biomass","title":"ibm-granite/granite-geospatial-biomass repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T04:19:58.275826+00:00","bytes":9460,"raw_path":"2c2e13ea7b1d4122c1798d8ca6b100fe279ad7c23dc6c72177063866f514a323.json","content_hash":"1c0afb1f531fc894fffa2162fabefff49fa8ca7cb56d47a0ccb48b3f47cac717","excerpt_chars":1200,"truncated":true,"excerpt":"ibm-granite/granite-geospatial-biomass Description: A geospatial model for Above Ground Biomass Language: Jupyter Notebook License: Apache-2.0 Stars: 28 Forks: 10 Open issues: 4 Created: 2024-06-27T18:22:34Z Pushed: 2024-09-18T17:32:51Z Default branch: main Fork: no Archived: no README: A Fine-Tuned Geospatial Foundation Model for Biomass Public notebooks and utilities for working with the fine-tuned granite.geospatial.biomass model Initial Setup First clone the repository: ```sh git clone https://github.com/ibm-granite/granite-geospatial-biomass.git ``` Then run `pip install -e .` to install all necessary dependencies to run the notebook 📕 Notebook Check out the [Getting Started Notebook!](https://github.com/ibm-granite/granite-geospatial-biomass/blob/main/notebooks/agb_getting_started.ipynb) IBM Public Repository Disclosure All content in this repository including code has been provided by IBM under the associated open source software license and IBM is under no obligation to provide enhancements, updates, or support. IBM developers produced this code as an open source project (not as an IBM product), and IBM makes no assertions as to the level of quality nor security, and will..."},"evidence_pages":[{"url":"https://github.com/ibm-granite/granite-geospatial-biomass","final_url":"https://github.com/ibm-granite/granite-geospatial-biomass","title":"ibm-granite/granite-geospatial-biomass repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T04:19:58.275826+00:00","bytes":9460,"raw_path":"2c2e13ea7b1d4122c1798d8ca6b100fe279ad7c23dc6c72177063866f514a323.json","content_hash":"1c0afb1f531fc894fffa2162fabefff49fa8ca7cb56d47a0ccb48b3f47cac717","excerpt_chars":1200,"truncated":true,"excerpt":"ibm-granite/granite-geospatial-biomass Description: A geospatial model for Above Ground Biomass Language: Jupyter Notebook License: Apache-2.0 Stars: 28 Forks: 10 Open issues: 4 Created: 2024-06-27T18:22:34Z Pushed: 2024-09-18T17:32:51Z Default branch: main Fork: no Archived: no README: A Fine-Tuned Geospatial Foundation Model for Biomass Public notebooks and utilities for working with the fine-tuned granite.geospatial.biomass model Initial Setup First clone the repository: ```sh git clone https://github.com/ibm-granite/granite-geospatial-biomass.git ``` Then run `pip install -e .` to install all necessary dependencies to run the notebook 📕 Notebook Check out the [Getting Started Notebook!](https://github.com/ibm-granite/granite-geospatial-biomass/blob/main/notebooks/agb_getting_started.ipynb) IBM Public Repository Disclosure All content in this repository including code has been provided by IBM under the associated open source software license and IBM is under no obligation to provide enhancements, updates, or support. IBM developers produced this code as an open source project (not as an IBM product), and IBM makes no assertions as to the level of quality nor security, and will..."}],"related_signals":[{"id":"4f821e3e-75d4-4588-90ea-a518fe04230c","url":"https://onlylabs.fyi/signals/4f821e3e-75d4-4588-90ea-a518fe04230c","source_url":"https://github.com/ibm-granite/granite.build","title":"ibm-granite/granite.build","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"ibm","name":"IBM (Granite)","category":"neolab"},"occurred_at":"2026-04-27T18:39:04+00:00","first_seen_at":"2026-06-10T07:01:34.694876+00:00","date_source":"source"},{"id":"0306497b-0387-4ddf-8f5f-a6f44ab0f419","url":"https://onlylabs.fyi/signals/0306497b-0387-4ddf-8f5f-a6f44ab0f419","source_url":"https://github.com/ibm-granite/granite-4.1-language-models","title":"ibm-granite/granite-4.1-language-models","context":null,"kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"ibm","name":"IBM (Granite)","category":"neolab"},"occurred_at":"2026-04-21T02:54:18+00:00","first_seen_at":"2026-06-05T20:58:46.537084+00:00","date_source":"source"},{"id":"ac0a4ccb-4f93-4d66-aa32-fa10ee3a7ac9","url":"https://onlylabs.fyi/signals/ac0a4ccb-4f93-4d66-aa32-fa10ee3a7ac9","source_url":"https://github.com/ibm-granite/granite.debug-tools","title":"ibm-granite/granite.debug-tools","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"ibm","name":"IBM (Granite)","category":"neolab"},"occurred_at":"2026-04-16T18:30:00+00:00","first_seen_at":"2026-06-05T20:58:46.537084+00:00","date_source":"source"},{"id":"7b666562-79c5-49eb-a1f0-f6273bddbf3f","url":"https://onlylabs.fyi/signals/7b666562-79c5-49eb-a1f0-f6273bddbf3f","source_url":"https://github.com/ibm-granite/granite.trust.policy-tools","title":"ibm-granite/granite.trust.policy-tools","context":"Jupyter Notebook","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"ibm","name":"IBM (Granite)","category":"neolab"},"occurred_at":"2026-04-14T20:19:25+00:00","first_seen_at":"2026-06-05T20:58:46.537084+00:00","date_source":"source"},{"id":"1ae5177d-6666-4c84-bf03-b1f20824572f","url":"https://onlylabs.fyi/signals/1ae5177d-6666-4c84-bf03-b1f20824572f","source_url":"https://github.com/ibm-granite/granite-4.0-nano-language-models","title":"ibm-granite/granite-4.0-nano-language-models","context":null,"kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"ibm","name":"IBM (Granite)","category":"neolab"},"occurred_at":"2025-10-09T21:11:08+00:00","first_seen_at":"2026-06-05T20:58:46.537084+00:00","date_source":"source"},{"id":"42761200-5764-4026-8bfe-a7a6d9454ed6","url":"https://onlylabs.fyi/signals/42761200-5764-4026-8bfe-a7a6d9454ed6","source_url":"https://github.com/ibm-granite/gguf","title":"ibm-granite/gguf","context":"Jupyter Notebook","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"ibm","name":"IBM (Granite)","category":"neolab"},"occurred_at":"2025-10-02T20:06:28+00:00","first_seen_at":"2026-06-05T20:58:46.537084+00:00","date_source":"source"}]}