Triple
T7535388
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Edmonds |
E178135
|
entity |
| Predicate | hasNotableBearer |
P458
|
FINISHED |
| Object |
Jack Edmonds
Jack Edmonds is a pioneering Canadian mathematician and computer scientist renowned for his foundational work in combinatorial optimization and polyhedral theory, including the development of efficient algorithms for matching and matroid intersection.
|
E670991
|
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: Jack Edmonds | Statement: [Edmonds, hasNotableBearer, Jack Edmonds]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Jack Edmonds Context triple: [Edmonds, hasNotableBearer, Jack Edmonds]
-
A.
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.
-
B.
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.
-
C.
John E. Hopcroft
John E. Hopcroft is an American computer scientist renowned for his foundational contributions to algorithms and automata theory and as a coauthor of the classic textbook "Introduction to Automata Theory, Languages, and Computation."
-
D.
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.
-
E.
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.
- 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: Jack Edmonds Triple: [Edmonds, hasNotableBearer, Jack Edmonds]
Generated description
Jack Edmonds is a pioneering Canadian mathematician and computer scientist renowned for his foundational work in combinatorial optimization and polyhedral theory, including the development of efficient algorithms for matching and matroid intersection.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Jack Edmonds Target entity description: Jack Edmonds is a pioneering Canadian mathematician and computer scientist renowned for his foundational work in combinatorial optimization and polyhedral theory, including the development of efficient algorithms for matching and matroid intersection.
-
A.
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.
-
B.
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.
-
C.
John E. Hopcroft
John E. Hopcroft is an American computer scientist renowned for his foundational contributions to algorithms and automata theory and as a coauthor of the classic textbook "Introduction to Automata Theory, Languages, and Computation."
-
D.
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.
-
E.
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.
- 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_69c69f2acdbc8190b5a8320168c1d0ba |
completed | March 27, 2026, 3:15 p.m. |
| NER | Named-entity recognition | batch_69c6f84c13208190971096a0b81b0ff2 |
completed | March 27, 2026, 9:36 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c84f0c02148190bb5f63cf9891ec0c |
completed | March 28, 2026, 9:58 p.m. |
| NEDg | Description generation | batch_69c84f9ce82081908813a1185b9b3570 |
completed | March 28, 2026, 10:01 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c8500e64788190b196988290aea7d7 |
completed | March 28, 2026, 10:02 p.m. |
Created at: March 27, 2026, 3:47 p.m.