Triple
T17198902
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Earth’s Climate Crisis and the Fate of Humanity |
E417424
|
entity |
| Predicate | isSubtitleOfWorkBy |
P2765
|
FINISHED |
| Object | James Lovelock |
E15432
|
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: James Lovelock | Statement: [Earth’s Climate Crisis and the Fate of Humanity, isSubtitleOfWorkBy, James Lovelock]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: James Lovelock Context triple: [Earth’s Climate Crisis and the Fate of Humanity, isSubtitleOfWorkBy, James Lovelock]
-
A.
James Lovelock
chosen
James Lovelock was an independent British scientist and environmentalist best known for proposing the Gaia hypothesis, which views Earth as a self-regulating, living system.
-
B.
George Lovelock
George Lovelock was a 19th-century settler and prominent local figure after whom the town of Lovelock, Nevada, was named.
-
C.
George Vernadsky
George Vernadsky was a prominent Russian-American historian best known for his influential works on Russian history and his role in developing the Eurasianist interpretation of Russia’s past.
-
D.
Eugene P. Odum
Eugene P. Odum was an influential American ecologist often regarded as a founding figure of modern ecosystem ecology.
-
E.
Howard T. Odum
Howard T. Odum was an influential American ecologist and systems theorist known for pioneering work in ecosystem ecology, energy flow analysis, and ecological 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_69d886d6ba8c819093215917b3d01689 |
completed | April 10, 2026, 5:12 a.m. |
| NER | Named-entity recognition | batch_69e42daca29081909837494d8d516634 |
completed | April 19, 2026, 1:19 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a015fd7ef048190b0828ec6ea0e119c |
completed | May 11, 2026, 4:49 a.m. |
Created at: April 10, 2026, 5:38 a.m.