Triple
T4087532
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hope Jahren |
E87622
|
entity |
| Predicate | hasAcademicDiscipline |
P3
|
FINISHED |
| Object |
Earth sciences
Earth sciences is the broad field that studies the structure, processes, history, and systems of the Earth, including geology, meteorology, oceanography, and related disciplines.
|
E414311
|
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 sciences | Statement: [Hope Jahren, hasAcademicDiscipline, Earth sciences]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Earth sciences Context triple: [Hope Jahren, hasAcademicDiscipline, Earth sciences]
-
A.
Earth and Planetary Sciences
Earth and Planetary Sciences is an interdisciplinary field that studies the origin, structure, processes, and evolution of the Earth and other planetary bodies in our solar system and beyond.
-
B.
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.
-
C.
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.
-
D.
Quaternary science
Quaternary science is an interdisciplinary field that investigates Earth’s most recent geological period, focusing on past climates, environmental changes, and their impact on ecosystems and human societies.
-
E.
Earth Sciences Tripos
Earth Sciences Tripos is the undergraduate degree program in Earth Sciences at the University of Cambridge, covering topics such as geology, geophysics, and related Earth systems.
- 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 sciences Triple: [Hope Jahren, hasAcademicDiscipline, Earth sciences]
Generated description
Earth sciences is the broad field that studies the structure, processes, history, and systems of the Earth, including geology, meteorology, oceanography, and related disciplines.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Earth sciences Target entity description: Earth sciences is the broad field that studies the structure, processes, history, and systems of the Earth, including geology, meteorology, oceanography, and related disciplines.
-
A.
Earth and Planetary Sciences
Earth and Planetary Sciences is an interdisciplinary field that studies the origin, structure, processes, and evolution of the Earth and other planetary bodies in our solar system and beyond.
-
B.
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.
-
C.
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.
-
D.
Quaternary science
Quaternary science is an interdisciplinary field that investigates Earth’s most recent geological period, focusing on past climates, environmental changes, and their impact on ecosystems and human societies.
-
E.
Earth Sciences Tripos
Earth Sciences Tripos is the undergraduate degree program in Earth Sciences at the University of Cambridge, covering topics such as geology, geophysics, and related Earth systems.
- 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_69aed94425148190be337845d56fac22 |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aefca899008190b5ada98bdb79639f |
completed | March 9, 2026, 5 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5769e8b188190a6356c325d0551ea |
completed | March 14, 2026, 2:54 p.m. |
| NEDg | Description generation | batch_69b5773ed3388190a299558ea2d889a6 |
completed | March 14, 2026, 2:57 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b578003dd48190b9264fd834cffbdf |
completed | March 14, 2026, 3 p.m. |
Created at: March 9, 2026, 3:39 p.m.