Triple
T14162843
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Beautiful Creatures |
E350991
|
entity |
| Predicate | basedOnAuthor |
P2806
|
FINISHED |
| Object |
Margaret Stohl
Margaret Stohl is an American author best known as the co-creator and co-writer of the bestselling young adult fantasy series "Beautiful Creatures."
|
E1083177
|
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: Margaret Stohl | Statement: [Beautiful Creatures, basedOnAuthor, Margaret Stohl]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Margaret Stohl Context triple: [Beautiful Creatures, basedOnAuthor, Margaret Stohl]
-
A.
Jodi Kantor
Jodi Kantor is an American investigative journalist for The New York Times, best known for her reporting on workplace culture and the #MeToo movement, including the Harvey Weinstein investigation.
-
B.
Jill Abramson
Jill Abramson is an American journalist and author best known for serving as the first female executive editor of The New York Times.
-
C.
Katherine Borowitz
Katherine Borowitz is an American actress known for her work in film and television and for her long-time marriage to actor and filmmaker John Turturro.
-
D.
Margaret Warner
Margaret Warner was a benefactor and namesake whose contributions to education led to the University of Rochester’s Warner School of Education bearing her name.
-
E.
Connie Schultz
Connie Schultz is an American journalist, author, and columnist renowned for her incisive, empathetic commentary on politics, social justice, and working-class life.
- 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: Margaret Stohl Triple: [Beautiful Creatures, basedOnAuthor, Margaret Stohl]
Generated description
Margaret Stohl is an American author best known as the co-creator and co-writer of the bestselling young adult fantasy series "Beautiful Creatures."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Margaret Stohl Target entity description: Margaret Stohl is an American author best known as the co-creator and co-writer of the bestselling young adult fantasy series "Beautiful Creatures."
-
A.
Jodi Kantor
Jodi Kantor is an American investigative journalist for The New York Times, best known for her reporting on workplace culture and the #MeToo movement, including the Harvey Weinstein investigation.
-
B.
Jill Abramson
Jill Abramson is an American journalist and author best known for serving as the first female executive editor of The New York Times.
-
C.
Katherine Borowitz
Katherine Borowitz is an American actress known for her work in film and television and for her long-time marriage to actor and filmmaker John Turturro.
-
D.
Margaret Warner
Margaret Warner was a benefactor and namesake whose contributions to education led to the University of Rochester’s Warner School of Education bearing her name.
-
E.
Connie Schultz
Connie Schultz is an American journalist, author, and columnist renowned for her incisive, empathetic commentary on politics, social justice, and working-class life.
- 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_69d8278775fc8190b0802d22ca2f495d |
completed | April 9, 2026, 10:26 p.m. |
| NER | Named-entity recognition | batch_69de613a4a2081908fd51bf4b4d82b6c |
completed | April 14, 2026, 3:46 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fcf7f3170481909f3981c1e56235d9 |
completed | May 7, 2026, 8:37 p.m. |
| NEDg | Description generation | batch_69fcfe9debe08190b9943f941f1b8813 |
completed | May 7, 2026, 9:05 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69fcff29f7608190b4b7d24fc1e011bf |
completed | May 7, 2026, 9:07 p.m. |
Created at: April 10, 2026, 12:59 a.m.