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.