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.