Triple
T1842912
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | A Hazard of New Fortunes |
E41215
|
entity |
| Predicate | character |
P662
|
FINISHED |
| Object |
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.
|
E207280
|
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: F. M. Fulkerson | Statement: [A Hazard of New Fortunes, character, F. M. Fulkerson]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: F. M. Fulkerson Context triple: [A Hazard of New Fortunes, character, F. M. Fulkerson]
-
A.
Ralph E. Gomory
Ralph E. Gomory is an American mathematician and former IBM research executive known for his pioneering work in integer programming and for leadership in industrial research and science policy.
-
B.
Albert W. Tucker
Albert W. Tucker was a Canadian-born American mathematician best known for his influential work in game theory and topology, including formulating the Prisoner’s Dilemma and mentoring John Nash.
-
C.
Edgar A. Newell
Edgar A. Newell was an American businessman and entrepreneur best known for building the Newell Company into a major consumer goods manufacturer that later became Newell Brands.
-
D.
Philip M. Morse
Philip M. Morse was an American physicist and pioneer of operations research, known for his influential work in quantum mechanics, acoustics, and the development of scientific management techniques during and after World War II.
-
E.
William Karush
William Karush was an American mathematician best known for his early formulation of the Karush–Kuhn–Tucker conditions, a cornerstone of nonlinear optimization theory.
- 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: F. M. Fulkerson Triple: [A Hazard of New Fortunes, character, F. M. Fulkerson]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: F. M. Fulkerson Target entity description: 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.
-
A.
Ralph E. Gomory
Ralph E. Gomory is an American mathematician and former IBM research executive known for his pioneering work in integer programming and for leadership in industrial research and science policy.
-
B.
Albert W. Tucker
Albert W. Tucker was a Canadian-born American mathematician best known for his influential work in game theory and topology, including formulating the Prisoner’s Dilemma and mentoring John Nash.
-
C.
Edgar A. Newell
Edgar A. Newell was an American businessman and entrepreneur best known for building the Newell Company into a major consumer goods manufacturer that later became Newell Brands.
-
D.
Philip M. Morse
Philip M. Morse was an American physicist and pioneer of operations research, known for his influential work in quantum mechanics, acoustics, and the development of scientific management techniques during and after World War II.
-
E.
William Karush
William Karush was an American mathematician best known for his early formulation of the Karush–Kuhn–Tucker conditions, a cornerstone of nonlinear optimization theory.
- 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_69a88648cd44819093303206d96d76ad |
completed | March 4, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69abb04eb0748190b226f932e544925f |
completed | March 7, 2026, 4:57 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69add1c482908190b940497fc5d5db60 |
completed | March 8, 2026, 7:45 p.m. |
| NEDg | Description generation | batch_69add2ac44f48190bd62c504b31210e8 |
completed | March 8, 2026, 7:49 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69add305bd108190b5e7e0f3d30a2c58 |
completed | March 8, 2026, 7:50 p.m. |
Created at: March 4, 2026, 7:33 p.m.