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.