Triple
T4840169
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Piers Sellers |
E108157
|
entity |
| Predicate | fieldOfWork |
P3
|
FINISHED |
| Object | Earth system science |
E56686
|
NE FINISHED |
How this triple was built (2 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: [Piers Sellers, fieldOfWork, Earth system science]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Earth system science Context triple: [Piers Sellers, fieldOfWork, Earth system science]
-
A.
Earth system science
chosen
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.
-
B.
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.
-
C.
Earth System Model Development
Earth System Model Development is a research program focused on advancing comprehensive computer models that simulate the coupled atmosphere, ocean, land, ice, and biogeochemical processes of the Earth’s climate system.
-
D.
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.
-
E.
Environmental System Science program
The Environmental System Science program is a U.S. Department of Energy research initiative that supports fundamental studies of terrestrial ecosystems and their responses to environmental change, often through field experiments and modeling.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69bd43fbe444819085cb970706ef73f7 |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd6cfbfbb08190b4580ebb2eb845b2 |
completed | March 20, 2026, 3:51 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be5cca17d881909a58c84549633701 |
completed | March 21, 2026, 8:54 a.m. |
Created at: March 20, 2026, 1:25 p.m.