Triple

T10165329
Position Surface form Disambiguated ID Type / Status
Subject dependency theory E235191 entity
Predicate associatedWith P37 FINISHED
Object Andre Gunder Frank
Andre Gunder Frank was a German-American economic historian and sociologist best known for his influential critiques of capitalism and contributions to world-systems and underdevelopment theory.
E845697 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: Andre Gunder Frank | Statement: [dependency theory, associatedWith, Andre Gunder Frank]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Andre Gunder Frank
Context triple: [dependency theory, associatedWith, Andre Gunder Frank]
  • A. Wolfram Eberhard
    Wolfram Eberhard was a German sociologist and sinologist known for his influential studies on Chinese society, folklore, and comparative civilization.
  • B. Lucien Lévy-Bruhl
    Lucien Lévy-Bruhl was a French philosopher and anthropologist known for his influential theories on the "primitive mind" and the nature of collective representations in non-Western societies.
  • C. Claude Lévi-Strauss
    Claude Lévi-Strauss was a pioneering French anthropologist and ethnologist whose structuralist analyses of myth and culture profoundly shaped 20th-century social theory.
  • D. Walter Sande
    Walter Sande was an American character actor known for his prolific work in film and television from the 1930s through the 1960s, often appearing in Westerns and crime dramas.
  • E. Robert Redfield
    Robert Redfield is an American virologist and public health official who served as director of the U.S. Centers for Disease Control and Prevention (CDC) from 2018 to 2021.
  • 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: Andre Gunder Frank
Triple: [dependency theory, associatedWith, Andre Gunder Frank]
Generated description
Andre Gunder Frank was a German-American economic historian and sociologist best known for his influential critiques of capitalism and contributions to world-systems and underdevelopment theory.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Andre Gunder Frank
Target entity description: Andre Gunder Frank was a German-American economic historian and sociologist best known for his influential critiques of capitalism and contributions to world-systems and underdevelopment theory.
  • A. Wolfram Eberhard
    Wolfram Eberhard was a German sociologist and sinologist known for his influential studies on Chinese society, folklore, and comparative civilization.
  • B. Lucien Lévy-Bruhl
    Lucien Lévy-Bruhl was a French philosopher and anthropologist known for his influential theories on the "primitive mind" and the nature of collective representations in non-Western societies.
  • C. Claude Lévi-Strauss
    Claude Lévi-Strauss was a pioneering French anthropologist and ethnologist whose structuralist analyses of myth and culture profoundly shaped 20th-century social theory.
  • D. Walter Sande
    Walter Sande was an American character actor known for his prolific work in film and television from the 1930s through the 1960s, often appearing in Westerns and crime dramas.
  • E. Robert Redfield
    Robert Redfield is an American virologist and public health official who served as director of the U.S. Centers for Disease Control and Prevention (CDC) from 2018 to 2021.
  • 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_69ca84ceafd0819085828600e11bed6b completed March 30, 2026, 2:12 p.m.
NER Named-entity recognition batch_69cdec6b96dc8190ae37d0d28e4c393b completed April 2, 2026, 4:11 a.m.
NED1 Entity disambiguation (via context triple) batch_69d300d672fc8190ad5b937d02a737fd completed April 6, 2026, 12:39 a.m.
NEDg Description generation batch_69d30254aabc8190966a4398c59a851e completed April 6, 2026, 12:46 a.m.
NED2 Entity disambiguation (via description) batch_69d30305924c8190998cbefa372dca9a completed April 6, 2026, 12:49 a.m.
Created at: March 30, 2026, 9:10 p.m.