Triple
T317943
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Jon Lindbergh |
E7747
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Karen Pryor
Karen Pryor is an American behavioral psychologist and author best known for pioneering clicker training and advancing positive reinforcement methods in animal training.
|
E41115
|
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: Karen Pryor | Statement: [Jon Lindbergh, spouse, Karen Pryor]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Karen Pryor Context triple: [Jon Lindbergh, spouse, Karen Pryor]
-
A.
Kenneth Hayes Miller
Kenneth Hayes Miller was an influential American painter and teacher associated with the Ashcan School, known for his urban genre scenes and for mentoring many prominent 20th-century artists.
-
B.
Jane Belson
Jane Belson was a British barrister best known as the wife of author Douglas Adams.
-
C.
Eleanor Jess Atwood Gibson
Eleanor Jess Atwood Gibson is the daughter of Canadian author Margaret Atwood and her partner, novelist Graeme Gibson.
-
D.
Susan Blackmore
Susan Blackmore is a British psychologist, writer, and skeptic best known for her work on consciousness, memes, and the scientific investigation of paranormal claims.
-
E.
Jane Goodall
Jane Goodall is a pioneering British primatologist and conservationist renowned for her groundbreaking long-term study of wild chimpanzees in Tanzania and her advocacy for animal welfare and environmental protection.
- 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: Karen Pryor Triple: [Jon Lindbergh, spouse, Karen Pryor]
Generated description
Karen Pryor is an American behavioral psychologist and author best known for pioneering clicker training and advancing positive reinforcement methods in animal training.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Karen Pryor Target entity description: Karen Pryor is an American behavioral psychologist and author best known for pioneering clicker training and advancing positive reinforcement methods in animal training.
-
A.
Kenneth Hayes Miller
Kenneth Hayes Miller was an influential American painter and teacher associated with the Ashcan School, known for his urban genre scenes and for mentoring many prominent 20th-century artists.
-
B.
Jane Belson
Jane Belson was a British barrister best known as the wife of author Douglas Adams.
-
C.
Eleanor Jess Atwood Gibson
Eleanor Jess Atwood Gibson is the daughter of Canadian author Margaret Atwood and her partner, novelist Graeme Gibson.
-
D.
Susan Blackmore
Susan Blackmore is a British psychologist, writer, and skeptic best known for her work on consciousness, memes, and the scientific investigation of paranormal claims.
-
E.
Jane Goodall
Jane Goodall is a pioneering British primatologist and conservationist renowned for her groundbreaking long-term study of wild chimpanzees in Tanzania and her advocacy for animal welfare and environmental protection.
- 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_69a2e7e7af7881908890039d6be4e9b8 |
completed | Feb. 28, 2026, 1:04 p.m. |
| NER | Named-entity recognition | batch_69a2ea67b7588190be394a56498758b6 |
completed | Feb. 28, 2026, 1:15 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a3c8ba3304819099db7b60f2c83c8b |
completed | March 1, 2026, 5:03 a.m. |
| NEDg | Description generation | batch_69a3c93ce2308190b2df5c939691a2ce |
completed | March 1, 2026, 5:06 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a3ca020b7081909b54e311c173ef21 |
completed | March 1, 2026, 5:09 a.m. |
Created at: Feb. 28, 2026, 1:08 p.m.