Triple
T19186807
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | A safe operating space for humanity |
E469722
|
entity |
| Predicate | hasAuthor |
P4244
|
FINISHED |
| Object | Will Steffen |
—
|
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: Will Steffen | Statement: [A safe operating space for humanity, hasAuthor, Will Steffen]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Will Steffen Context triple: [A safe operating space for humanity, hasAuthor, Will Steffen]
-
A.
Will Steffen
chosen
Will Steffen was an influential climate scientist and Earth system researcher known for his work on planetary boundaries and global environmental change.
-
B.
Ottmar Edenhofer
Ottmar Edenhofer is a German economist and leading climate policy expert known for his work on climate change mitigation and his role as a co-chair of the IPCC’s Working Group III.
-
C.
Hans Joachim Schellnhuber
Hans Joachim Schellnhuber is a prominent German climate scientist and physicist known for his pioneering work on climate system tipping points and for founding the Potsdam Institute for Climate Impact Research.
-
D.
Daniel Töpfer
Daniel Töpfer is a German local politician who serves as the mayor of the municipality of Weissach in Baden-Württemberg.
-
E.
James R. Hansen
James R. Hansen is an American historian and author best known for writing the authorized biography of astronaut Neil Armstrong.
- 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.