Triple
T19186829
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | A safe operating space for humanity |
E469722
|
entity |
| Predicate | hasAuthor |
P4244
|
FINISHED |
| Object | James Hansen |
—
|
NE NERFINISHED |
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 Hansen | Statement: [A safe operating space for humanity, hasAuthor, James Hansen]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: James Hansen Context triple: [A safe operating space for humanity, hasAuthor, James Hansen]
-
A.
James Hansen
chosen
James Hansen is a prominent American climate scientist and former NASA researcher known for his early and influential warnings about global warming and advocacy for climate action.
-
B.
James R. Hansen
James R. Hansen is an American historian and author best known for writing the authorized biography of astronaut Neil Armstrong.
-
C.
Richard P. Turco
Richard P. Turco is an atmospheric scientist known for his pioneering research on nuclear winter and the climatic effects of large-scale environmental disturbances.
-
D.
Wallace S. Broecker
Wallace S. Broecker was an influential American geochemist and climate scientist renowned for pioneering research on the global carbon cycle and popularizing the term "global warming."
-
E.
Edward Soffel
Edward Soffel was a Pittsburgh judge best known historically as the husband of Kate Soffel, who infamously aided the 1902 jailbreak of the Biddle brothers.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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_69d8dd0ad9088190a173b32657ae2e7a |
completed | April 10, 2026, 11:20 a.m. |
| NER | Named-entity recognition | batch_69e5f620f1f08190a0daaf0d1483d724 |
completed | April 20, 2026, 9:47 a.m. |
Created at: April 10, 2026, 12:07 p.m.