Triple
T19186826
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | A safe operating space for humanity |
E469722
|
entity |
| Predicate | hasAuthor |
P4244
|
FINISHED |
| Object | Louise Karlberg |
—
|
NE NERFINISHED |
How this triple was built (3 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: Louise Karlberg | Statement: [A safe operating space for humanity, hasAuthor, Louise Karlberg]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Louise Karlberg Context triple: [A safe operating space for humanity, hasAuthor, Louise Karlberg]
-
A.
Louise Linder
Louise Linder was an American heiress to the Linder department store fortune who became known in part through her marriage to entertainment lawyer Lee Eastman and her family’s connections to the arts and music world.
-
B.
Marie Kjellson
Marie Kjellson is a Swedish film producer best known for her work on acclaimed art-house and independent films, including Ruben Östlund’s "Force Majeure."
-
C.
Marianne Lindberg
Marianne Lindberg was the wife of Prince Sigvard of Sweden, a former Swedish prince and designer who lost his royal title after marrying a commoner.
-
D.
Louise Sara Linder
Louise Sara Linder is the daughter of photographer and musician Linda McCartney, who was married to Paul McCartney of The Beatles.
-
E.
Birgitta Ljungberg
Birgitta Ljungberg is known as the wife of film director George P. Cosmatos.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Louise Karlberg Target entity description: Louise Karlberg is a researcher known for co-authoring influential work on global environmental limits and the concept of a safe operating space for humanity.
-
A.
Louise Linder
Louise Linder was an American heiress to the Linder department store fortune who became known in part through her marriage to entertainment lawyer Lee Eastman and her family’s connections to the arts and music world.
-
B.
Marie Kjellson
Marie Kjellson is a Swedish film producer best known for her work on acclaimed art-house and independent films, including Ruben Östlund’s "Force Majeure."
-
C.
Marianne Lindberg
Marianne Lindberg was the wife of Prince Sigvard of Sweden, a former Swedish prince and designer who lost his royal title after marrying a commoner.
-
D.
Louise Sara Linder
Louise Sara Linder is the daughter of photographer and musician Linda McCartney, who was married to Paul McCartney of The Beatles.
-
E.
Birgitta Ljungberg
Birgitta Ljungberg is known as the wife of film director George P. Cosmatos.
- F. None of above. chosen
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.