Triple
T3757278
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | George Szekeres |
E82077
|
entity |
| Predicate | collaboratedWith |
P435
|
FINISHED |
| Object |
John Kruskal
John Kruskal was an American mathematician and computer scientist best known for Kruskal's algorithm in graph theory and for foundational work in combinatorics and statistics.
|
E386036
|
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: John Kruskal | Statement: [George Szekeres, collaboratedWith, John Kruskal]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: John Kruskal Context triple: [George Szekeres, collaboratedWith, John Kruskal]
-
A.
F. M. Fulkerson
F. M. Fulkerson is a central figure in William Dean Howells’s novel "A Hazard of New Fortunes," known as the energetic, entrepreneurial promoter who helps launch the magazine around which much of the story revolves.
-
B.
David S. Johnson
David S. Johnson was a prominent American computer scientist known for his influential work in algorithms and computational complexity, particularly in the study of NP-completeness and approximation algorithms.
-
C.
Robert W Floyd
Robert W. Floyd was an influential American computer scientist and Turing Award laureate known for his pioneering work in algorithms, formal verification, and programming language semantics.
-
D.
Ronald L. Graham
Ronald L. Graham was an influential American mathematician known for his pioneering work in combinatorics, discrete mathematics, and computational geometry, as well as for popularizing mathematics through both research and expository writing.
-
E.
Allan Kayser
Allan Kayser is an American actor best known for playing Bubba Higgins on the sitcom "Mama’s Family."
- 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: John Kruskal Triple: [George Szekeres, collaboratedWith, John Kruskal]
Generated description
John Kruskal was an American mathematician and computer scientist best known for Kruskal's algorithm in graph theory and for foundational work in combinatorics and statistics.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: John Kruskal Target entity description: John Kruskal was an American mathematician and computer scientist best known for Kruskal's algorithm in graph theory and for foundational work in combinatorics and statistics.
-
A.
F. M. Fulkerson
F. M. Fulkerson is a central figure in William Dean Howells’s novel "A Hazard of New Fortunes," known as the energetic, entrepreneurial promoter who helps launch the magazine around which much of the story revolves.
-
B.
David S. Johnson
David S. Johnson was a prominent American computer scientist known for his influential work in algorithms and computational complexity, particularly in the study of NP-completeness and approximation algorithms.
-
C.
Robert W Floyd
Robert W. Floyd was an influential American computer scientist and Turing Award laureate known for his pioneering work in algorithms, formal verification, and programming language semantics.
-
D.
Ronald L. Graham
Ronald L. Graham was an influential American mathematician known for his pioneering work in combinatorics, discrete mathematics, and computational geometry, as well as for popularizing mathematics through both research and expository writing.
-
E.
Allan Kayser
Allan Kayser is an American actor best known for playing Bubba Higgins on the sitcom "Mama’s Family."
- 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_69ad8b1db40081908b61ffa6b78afd4d |
completed | March 8, 2026, 2:43 p.m. |
| NER | Named-entity recognition | batch_69adcbbe7a6081909b0f835a77941300 |
completed | March 8, 2026, 7:19 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b4e50bfdb0819097bdfdd38f553ada |
completed | March 14, 2026, 4:33 a.m. |
| NEDg | Description generation | batch_69b4e6c7164881909f14bf5b57916ae3 |
completed | March 14, 2026, 4:40 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b4e74df9b481909d5286c64ae6d91a |
completed | March 14, 2026, 4:42 a.m. |
Created at: March 8, 2026, 3:35 p.m.