Triple
T18282732
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | John Baez |
E437901
|
entity |
| Predicate | notableStudent |
P4838
|
FINISHED |
| Object |
Eugenia Cheng
Eugenia Cheng is a British mathematician and pianist known for her work in category theory and for popularizing mathematics through accessible books and public lectures.
|
E1316085
|
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: Eugenia Cheng | Statement: [John Baez, notableStudent, Eugenia Cheng]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Eugenia Cheng Context triple: [John Baez, notableStudent, Eugenia Cheng]
-
A.
Eugenia Yuan
Eugenia Yuan is a Hong Kong–born American actress and former rhythmic gymnast known for her roles in international martial arts and drama films.
-
B.
Elizabeth Chai Vasarhelyi
Elizabeth Chai Vasarhelyi is an Academy Award–winning documentary filmmaker best known for co-directing the climbing film "Free Solo" and other acclaimed nonfiction features.
-
C.
Fred Kwan
Fred Kwan is a laid-back, deadpan engineer and former TV star from the sci-fi comedy film "Galaxy Quest," known for his calm demeanor and unexpected heroism.
-
D.
Rosalie Chiang
Rosalie Chiang is an American actress best known for voicing the main character, Meilin "Mei" Lee, in Pixar's animated film "Turning Red."
-
E.
Sandra Chung
Sandra Chung is an American linguist known for her influential work on syntax, Austronesian languages, and the interface between grammar and semantics.
- 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: Eugenia Cheng Triple: [John Baez, notableStudent, Eugenia Cheng]
Generated description
Eugenia Cheng is a British mathematician and pianist known for her work in category theory and for popularizing mathematics through accessible books and public lectures.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Eugenia Cheng Target entity description: Eugenia Cheng is a British mathematician and pianist known for her work in category theory and for popularizing mathematics through accessible books and public lectures.
-
A.
Eugenia Yuan
Eugenia Yuan is a Hong Kong–born American actress and former rhythmic gymnast known for her roles in international martial arts and drama films.
-
B.
Elizabeth Chai Vasarhelyi
Elizabeth Chai Vasarhelyi is an Academy Award–winning documentary filmmaker best known for co-directing the climbing film "Free Solo" and other acclaimed nonfiction features.
-
C.
Fred Kwan
Fred Kwan is a laid-back, deadpan engineer and former TV star from the sci-fi comedy film "Galaxy Quest," known for his calm demeanor and unexpected heroism.
-
D.
Rosalie Chiang
Rosalie Chiang is an American actress best known for voicing the main character, Meilin "Mei" Lee, in Pixar's animated film "Turning Red."
-
E.
Sandra Chung
Sandra Chung is an American linguist known for her influential work on syntax, Austronesian languages, and the interface between grammar and semantics.
- 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_69d8b914530c8190b4474d862a2b2a1b |
completed | April 10, 2026, 8:47 a.m. |
| NER | Named-entity recognition | batch_69e50057c5c881909fcda72f4a98c8c3 |
completed | April 19, 2026, 4:18 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a03b4029cb88190963ae33570455c2d |
completed | May 12, 2026, 11:13 p.m. |
| NEDg | Description generation | batch_6a03b501b630819094c77aebf62081a2 |
completed | May 12, 2026, 11:17 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a03b5c09f4881909fb0ead5fc48895c |
completed | May 12, 2026, 11:20 p.m. |
Created at: April 10, 2026, 10:35 a.m.