Triple
T451727
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Microcosmos: Four Billion Years of Microbial Evolution |
E7143
|
entity |
| Predicate | relatedTo |
P37
|
FINISHED |
| Object |
Earth system science
Earth system science is an interdisciplinary field that studies the Earth as an integrated system of interacting components—including the atmosphere, hydrosphere, biosphere, geosphere, and human activities—to understand global processes and changes.
|
E56686
|
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: Earth system science | Statement: [Microcosmos: Four Billion Years of Microbial Evolution, relatedTo, Earth system science]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Earth system science Context triple: [Microcosmos: Four Billion Years of Microbial Evolution, relatedTo, Earth system science]
-
A.
School of Earth Sciences
The School of Earth Sciences at Wuhan University is an academic faculty specializing in the study and research of geology, geophysics, and related Earth and environmental sciences.
-
B.
Environmental Science & Technology
Environmental Science & Technology is a leading peer-reviewed scientific journal focusing on research in environmental science, technology, and policy.
-
C.
Global Climate Observing System
The Global Climate Observing System is an international program that coordinates and supports comprehensive, long-term observations of the Earth’s climate system to underpin climate research, services, and policy.
-
D.
Center for Global Change Science
The Center for Global Change Science is an MIT research center that advances understanding of the Earth’s climate system and global environmental change through interdisciplinary science and modeling.
-
E.
Department of Earth, Atmospheric and Planetary Sciences
The Department of Earth, Atmospheric and Planetary Sciences is an MIT academic department focused on research and education in geology, geophysics, climate and atmospheric science, oceanography, and planetary science.
- 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: Earth system science Triple: [Microcosmos: Four Billion Years of Microbial Evolution, relatedTo, Earth system science]
Generated description
Earth system science is an interdisciplinary field that studies the Earth as an integrated system of interacting components—including the atmosphere, hydrosphere, biosphere, geosphere, and human activities—to understand global processes and changes.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Earth system science Target entity description: Earth system science is an interdisciplinary field that studies the Earth as an integrated system of interacting components—including the atmosphere, hydrosphere, biosphere, geosphere, and human activities—to understand global processes and changes.
-
A.
School of Earth Sciences
The School of Earth Sciences at Wuhan University is an academic faculty specializing in the study and research of geology, geophysics, and related Earth and environmental sciences.
-
B.
Environmental Science & Technology
Environmental Science & Technology is a leading peer-reviewed scientific journal focusing on research in environmental science, technology, and policy.
-
C.
Global Climate Observing System
The Global Climate Observing System is an international program that coordinates and supports comprehensive, long-term observations of the Earth’s climate system to underpin climate research, services, and policy.
-
D.
Center for Global Change Science
The Center for Global Change Science is an MIT research center that advances understanding of the Earth’s climate system and global environmental change through interdisciplinary science and modeling.
-
E.
Department of Earth, Atmospheric and Planetary Sciences
The Department of Earth, Atmospheric and Planetary Sciences is an MIT academic department focused on research and education in geology, geophysics, climate and atmospheric science, oceanography, and planetary science.
- 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_69a2e7e4676c81909ea0dbdecac0687c |
completed | Feb. 28, 2026, 1:04 p.m. |
| NER | Named-entity recognition | batch_69a2ef835ae881908884dcc3a46af951 |
completed | Feb. 28, 2026, 1:37 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a44801b3f88190b8bd4b4739c3e783 |
completed | March 1, 2026, 2:06 p.m. |
| NEDg | Description generation | batch_69a448c647a48190bd1212b96992b7c6 |
completed | March 1, 2026, 2:10 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69a4497c4e8c8190b6cfe8ac2f3a8335 |
completed | March 1, 2026, 2:13 p.m. |
Created at: Feb. 28, 2026, 1:12 p.m.