Triple
T4777787
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Johan Rockström |
E106092
|
entity |
| Predicate | coAuthor |
P398
|
FINISHED |
| Object |
Will Steffen
Will Steffen was an influential climate scientist and Earth system researcher known for his work on planetary boundaries and global environmental change.
|
E471816
|
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: Will Steffen | Statement: [Johan Rockström, coAuthor, Will Steffen]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Will Steffen Context triple: [Johan Rockström, coAuthor, Will Steffen]
-
A.
James R. Hansen
James R. Hansen is an American historian and author best known for writing the authorized biography of astronaut Neil Armstrong.
-
B.
Johan Rockström
Johan Rockström is a Swedish environmental scientist best known for developing the planetary boundaries framework and leading global research on sustainability and climate resilience.
-
C.
James Hansen
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.
-
D.
Gavin A. Schmidt
Gavin A. Schmidt is a climate scientist known for his work on climate modeling and for directing NASA’s Goddard Institute for Space Studies.
-
E.
Peter G. Schultz
Peter G. Schultz is an American chemist renowned for pioneering work in chemical biology, including the expansion of the genetic code and the development of novel protein engineering technologies.
- 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: Will Steffen Triple: [Johan Rockström, coAuthor, Will Steffen]
Generated description
Will Steffen was an influential climate scientist and Earth system researcher known for his work on planetary boundaries and global environmental change.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Will Steffen Target entity description: Will Steffen was an influential climate scientist and Earth system researcher known for his work on planetary boundaries and global environmental change.
-
A.
James R. Hansen
James R. Hansen is an American historian and author best known for writing the authorized biography of astronaut Neil Armstrong.
-
B.
Johan Rockström
Johan Rockström is a Swedish environmental scientist best known for developing the planetary boundaries framework and leading global research on sustainability and climate resilience.
-
C.
James Hansen
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.
-
D.
Gavin A. Schmidt
Gavin A. Schmidt is a climate scientist known for his work on climate modeling and for directing NASA’s Goddard Institute for Space Studies.
-
E.
Peter G. Schultz
Peter G. Schultz is an American chemist renowned for pioneering work in chemical biology, including the expansion of the genetic code and the development of novel protein engineering technologies.
- 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_69bd43f3074c8190937e7b0a457fe9f1 |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd65881e2c8190aa5b57759885b2bb |
completed | March 20, 2026, 3:19 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be4d912f5c81909537b861dd0a4591 |
completed | March 21, 2026, 7:49 a.m. |
| NEDg | Description generation | batch_69be4f483e5c8190a568a8acc19aefe3 |
completed | March 21, 2026, 7:56 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69be4fa1037881908e926df651aec812 |
completed | March 21, 2026, 7:58 a.m. |
Created at: March 20, 2026, 1:21 p.m.