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.