Triple
T19186817
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | A safe operating space for humanity |
E469722
|
entity |
| Predicate | hasAuthor |
P4244
|
FINISHED |
| Object |
Cynthia A. de Wit
Cynthia A. de Wit is an environmental scientist known for her work on global sustainability and planetary boundaries, including co-authoring influential research on humanity’s safe operating space.
|
E1362983
|
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: Cynthia A. de Wit | Statement: [A safe operating space for humanity, hasAuthor, Cynthia A. de Wit]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cynthia A. de Wit Context triple: [A safe operating space for humanity, hasAuthor, Cynthia A. de Wit]
-
A.
Judith G. Voet
Judith G. Voet is an American biochemist and textbook author best known for coauthoring the widely used biochemistry textbook "Biochemistry" with Donald Voet.
-
B.
Carine M. Feyten
Carine M. Feyten is an academic leader and educator who serves as the president and chancellor of Texas Woman's University.
-
C.
Lori J. Ryerkerk
Lori J. Ryerkerk is an American business executive known for leading the global specialty materials company Celanese Corporation as its chief executive officer.
-
D.
Susan E. Eichhorn
Susan E. Eichhorn is a researcher and scientific author known for coauthoring scholarly work with prominent botanist Peter H. Raven.
-
E.
Susan Lammers
Susan Lammers is an American writer and editor best known for her influential interviews with early personal-computer pioneers, notably collected in the book "Programmers at Work."
- 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: Cynthia A. de Wit Triple: [A safe operating space for humanity, hasAuthor, Cynthia A. de Wit]
Generated description
Cynthia A. de Wit is an environmental scientist known for her work on global sustainability and planetary boundaries, including co-authoring influential research on humanity’s safe operating space.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Cynthia A. de Wit Target entity description: Cynthia A. de Wit is an environmental scientist known for her work on global sustainability and planetary boundaries, including co-authoring influential research on humanity’s safe operating space.
-
A.
Judith G. Voet
Judith G. Voet is an American biochemist and textbook author best known for coauthoring the widely used biochemistry textbook "Biochemistry" with Donald Voet.
-
B.
Carine M. Feyten
Carine M. Feyten is an academic leader and educator who serves as the president and chancellor of Texas Woman's University.
-
C.
Lori J. Ryerkerk
Lori J. Ryerkerk is an American business executive known for leading the global specialty materials company Celanese Corporation as its chief executive officer.
-
D.
Susan E. Eichhorn
Susan E. Eichhorn is a researcher and scientific author known for coauthoring scholarly work with prominent botanist Peter H. Raven.
-
E.
Susan Lammers
Susan Lammers is an American writer and editor best known for her influential interviews with early personal-computer pioneers, notably collected in the book "Programmers at Work."
- 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_69d8dd0ad9088190a173b32657ae2e7a |
completed | April 10, 2026, 11:20 a.m. |
| NER | Named-entity recognition | batch_69e5f620f1f08190a0daaf0d1483d724 |
completed | April 20, 2026, 9:47 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a06f8ba0a508190af6adb8ff3b8969e |
completed | May 15, 2026, 10:43 a.m. |
| NEDg | Description generation | batch_6a06f987d3e88190ade6412afd3e1426 |
completed | May 15, 2026, 10:46 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a06fa6c6e5481909beb3a33517264f3 |
completed | May 15, 2026, 10:50 a.m. |
Created at: April 10, 2026, 12:07 p.m.