Triple
T19729523
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Joan Bruna |
E473813
|
entity |
| Predicate | coAuthorWith |
P398
|
FINISHED |
| Object |
Arthur Szlam
Arthur Szlam is a researcher in machine learning and applied mathematics known for his work on deep learning, graph-based methods, and harmonic analysis.
|
E1393620
|
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: Arthur Szlam | Statement: [Joan Bruna, coAuthorWith, Arthur Szlam]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Arthur Szlam Context triple: [Joan Bruna, coAuthorWith, Arthur Szlam]
-
A.
Leon Wasilewski
Leon Wasilewski was a Polish politician, diplomat, and historian known for serving as Poland’s first foreign minister after World War I and for his work on Polish-Ukrainian relations.
-
B.
Alexander Spoliansky
Alexander Spoliansky is a member of the Spoliansky family, related to the noted Russian-born composer Mischa Spoliansky.
-
C.
Edward Szczepanik
Edward Szczepanik was a Polish economist and politician who served as the last prime minister of the Polish government-in-exile before the restoration of democracy in Poland.
-
D.
Roman Zolanski
Roman Zolanski is one of Nicki Minaj’s most famous and flamboyant alter egos, characterized by his wild, aggressive, and theatrical persona in her music and performances.
-
E.
Peter Serafinowicz
Peter Serafinowicz is a British actor, comedian, and writer known for his distinctive voice work and roles in film and television, including the live-action superhero series "The Tick."
- 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: Arthur Szlam Triple: [Joan Bruna, coAuthorWith, Arthur Szlam]
Generated description
Arthur Szlam is a researcher in machine learning and applied mathematics known for his work on deep learning, graph-based methods, and harmonic analysis.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Arthur Szlam Target entity description: Arthur Szlam is a researcher in machine learning and applied mathematics known for his work on deep learning, graph-based methods, and harmonic analysis.
-
A.
Leon Wasilewski
Leon Wasilewski was a Polish politician, diplomat, and historian known for serving as Poland’s first foreign minister after World War I and for his work on Polish-Ukrainian relations.
-
B.
Alexander Spoliansky
Alexander Spoliansky is a member of the Spoliansky family, related to the noted Russian-born composer Mischa Spoliansky.
-
C.
Edward Szczepanik
Edward Szczepanik was a Polish economist and politician who served as the last prime minister of the Polish government-in-exile before the restoration of democracy in Poland.
-
D.
Roman Zolanski
Roman Zolanski is one of Nicki Minaj’s most famous and flamboyant alter egos, characterized by his wild, aggressive, and theatrical persona in her music and performances.
-
E.
Peter Serafinowicz
Peter Serafinowicz is a British actor, comedian, and writer known for his distinctive voice work and roles in film and television, including the live-action superhero series "The Tick."
- 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_69d8e517ebd48190979ee76723bcfadf |
completed | April 10, 2026, 11:55 a.m. |
| NER | Named-entity recognition | batch_69e649fb27c48190893bfbc1018f12e2 |
completed | April 20, 2026, 3:44 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a07bd5b317081908c24b611b85baebd |
completed | May 16, 2026, 12:42 a.m. |
| NEDg | Description generation | batch_6a07bdd25abc81908dac2444f7a9625e |
completed | May 16, 2026, 12:44 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a07be58e4088190a01c67b21b5ca34d |
completed | May 16, 2026, 12:46 a.m. |
Created at: April 10, 2026, 1:47 p.m.