Triple

T7587547
Position Surface form Disambiguated ID Type / Status
Subject ForestGEO global forest monitoring network E179653 entity
Predicate hasAlternativeName P39 FINISHED
Object Forest Global Earth Observatory
Forest Global Earth Observatory is an international research network that monitors long-term dynamics of forest ecosystems across the globe to understand biodiversity, climate impacts, and forest health.
E675657 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Forest Global Earth Observatory | Statement: [ForestGEO global forest monitoring network, hasAlternativeName, Forest Global Earth Observatory]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Forest Global Earth Observatory
Context triple: [ForestGEO global forest monitoring network, hasAlternativeName, Forest Global Earth Observatory]
  • A. CDIAC
    CDIAC is the acronym for the California Debt and Investment Advisory Commission, a state body that provides guidance, education, and data on public debt issuance and investment practices in California.
  • B. NASA Earth Observing System
    NASA Earth Observing System is a long-term, integrated program of satellites, instruments, and data systems designed to monitor and understand Earth's atmosphere, land, oceans, and cryosphere on a global scale.
  • C. CERES
    CERES (Clouds and the Earth's Radiant Energy System) is a satellite instrument designed to measure the Earth's radiation budget and study how clouds and aerosols affect the climate system.
  • D. The Biosphere
    The Biosphere is a seminal scientific work by Vladimir Vernadsky that introduced the concept of Earth’s living envelope as a powerful geological force shaping the planet’s evolution.
  • E. Global Forest Watch
    Global Forest Watch is an online forest monitoring and alert system that uses satellite data and other sources to track deforestation and forest change worldwide in near real time.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Forest Global Earth Observatory
Triple: [ForestGEO global forest monitoring network, hasAlternativeName, Forest Global Earth Observatory]
Generated description
Forest Global Earth Observatory is an international research network that monitors long-term dynamics of forest ecosystems across the globe to understand biodiversity, climate impacts, and forest health.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Forest Global Earth Observatory
Target entity description: Forest Global Earth Observatory is an international research network that monitors long-term dynamics of forest ecosystems across the globe to understand biodiversity, climate impacts, and forest health.
  • A. CDIAC
    CDIAC is the acronym for the California Debt and Investment Advisory Commission, a state body that provides guidance, education, and data on public debt issuance and investment practices in California.
  • B. NASA Earth Observing System
    NASA Earth Observing System is a long-term, integrated program of satellites, instruments, and data systems designed to monitor and understand Earth's atmosphere, land, oceans, and cryosphere on a global scale.
  • C. CERES
    CERES (Clouds and the Earth's Radiant Energy System) is a satellite instrument designed to measure the Earth's radiation budget and study how clouds and aerosols affect the climate system.
  • D. The Biosphere
    The Biosphere is a seminal scientific work by Vladimir Vernadsky that introduced the concept of Earth’s living envelope as a powerful geological force shaping the planet’s evolution.
  • E. Global Forest Watch
    Global Forest Watch is an online forest monitoring and alert system that uses satellite data and other sources to track deforestation and forest change worldwide in near real time.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69c69f335248819093c1006f30513708 completed March 27, 2026, 3:16 p.m.
NER Named-entity recognition batch_69c6f99875908190b09584cf13ea1e08 completed March 27, 2026, 9:41 p.m.
NED1 Entity disambiguation (via context triple) batch_69c86186ce4481908e528c57cdd07d2d completed March 28, 2026, 11:17 p.m.
NEDg Description generation batch_69c86223bfec8190b47f840e39c9a51a completed March 28, 2026, 11:20 p.m.
NED2 Entity disambiguation (via description) batch_69c862b8f3688190b0abc00458f70d7e completed March 28, 2026, 11:22 p.m.
Created at: March 27, 2026, 3:52 p.m.