Triple

T7279787
Position Surface form Disambiguated ID Type / Status
Subject wage-fund doctrine E163116 entity
Predicate criticizedBy P437 FINISHED
Object Francis Amasa Walker
Francis Amasa Walker was a prominent 19th-century American economist, statistician, and educator who served as president of MIT and significantly influenced economic thought and public policy.
E654013 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: Francis Amasa Walker | Statement: [wage-fund doctrine, criticizedBy, Francis Amasa Walker]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Francis Amasa Walker
Context triple: [wage-fund doctrine, criticizedBy, Francis Amasa Walker]
  • A. Wesley Clair Mitchell
    Wesley Clair Mitchell was an influential American economist and pioneer in the empirical study of business cycles, known for helping establish modern economic research institutions.
  • B. Richard T. Ely
    Richard T. Ely was an influential American economist and social reformer known for helping establish economics as an academic discipline in the United States and for advocating progressive social policies.
  • C. Henry Gannett
    Henry Gannett was an American geographer and cartographer known as the “Father of American Mapmaking” and a founding figure in modern American geography.
  • D. Henry A. Walke
    Henry A. Walke was a United States Navy officer noted for his distinguished service during the 19th century, particularly in the American Civil War.
  • E. William W. Norton
    William W. Norton was an American publisher who co-founded the influential independent publishing house W. W. Norton & Company.
  • 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: Francis Amasa Walker
Triple: [wage-fund doctrine, criticizedBy, Francis Amasa Walker]
Generated description
Francis Amasa Walker was a prominent 19th-century American economist, statistician, and educator who served as president of MIT and significantly influenced economic thought and public policy.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Francis Amasa Walker
Target entity description: Francis Amasa Walker was a prominent 19th-century American economist, statistician, and educator who served as president of MIT and significantly influenced economic thought and public policy.
  • A. Wesley Clair Mitchell
    Wesley Clair Mitchell was an influential American economist and pioneer in the empirical study of business cycles, known for helping establish modern economic research institutions.
  • B. Richard T. Ely
    Richard T. Ely was an influential American economist and social reformer known for helping establish economics as an academic discipline in the United States and for advocating progressive social policies.
  • C. Henry Gannett
    Henry Gannett was an American geographer and cartographer known as the “Father of American Mapmaking” and a founding figure in modern American geography.
  • D. Henry A. Walke
    Henry A. Walke was a United States Navy officer noted for his distinguished service during the 19th century, particularly in the American Civil War.
  • E. William W. Norton
    William W. Norton was an American publisher who co-founded the influential independent publishing house W. W. Norton & Company.
  • 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_69c6885c5964819085b209701769877f completed March 27, 2026, 1:38 p.m.
NER Named-entity recognition batch_69c6eb339b1081909f648864e210f98e completed March 27, 2026, 8:40 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7db379e1c81908ebd4c44504ce5fb completed March 28, 2026, 1:44 p.m.
NEDg Description generation batch_69c7df4788e081908ccc162125c6550d completed March 28, 2026, 2:01 p.m.
NED2 Entity disambiguation (via description) batch_69c7dfa826d081909129df80cca13daa completed March 28, 2026, 2:03 p.m.
Created at: March 27, 2026, 2:59 p.m.