Triple

T840054
Position Surface form Disambiguated ID Type / Status
Subject Ralph Linton E18155 entity
Predicate notableWork P4 FINISHED
Object The Study of Man
The Study of Man is a foundational 1936 anthropology book by Ralph Linton that systematically introduces and explains the nature of culture and human societies.
E100627 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: The Study of Man | Statement: [Ralph Linton, notableWork, The Study of Man]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Study of Man
Context triple: [Ralph Linton, notableWork, The Study of Man]
  • A. Models of Man
    Models of Man is a seminal book by Herbert A. Simon that explores human decision-making and behavior through the lens of bounded rationality and mathematical models in the social sciences.
  • B. On the Making of Man
    On the Making of Man is a theological and philosophical treatise by Gregory of Nyssa that explores the creation, nature, and purpose of humanity within a Christian framework.
  • C. Mens et Manus
    Mens et Manus is the Latin motto of the Massachusetts Institute of Technology, expressing the union of mind and hand in the pursuit of knowledge and practical application.
  • D. Man and His Works
    Man and His Works is a foundational anthropological text by Melville J. Herskovits that systematically explores cultural relativism and the nature of human culture.
  • E. The Unconscious Civilization
    The Unconscious Civilization is a non-fiction book by Canadian philosopher John Ralston Saul that critiques modern corporate and consumer culture for undermining democracy and civic responsibility.
  • 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: The Study of Man
Triple: [Ralph Linton, notableWork, The Study of Man]
Generated description
The Study of Man is a foundational 1936 anthropology book by Ralph Linton that systematically introduces and explains the nature of culture and human societies.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Study of Man
Target entity description: The Study of Man is a foundational 1936 anthropology book by Ralph Linton that systematically introduces and explains the nature of culture and human societies.
  • A. Models of Man
    Models of Man is a seminal book by Herbert A. Simon that explores human decision-making and behavior through the lens of bounded rationality and mathematical models in the social sciences.
  • B. On the Making of Man
    On the Making of Man is a theological and philosophical treatise by Gregory of Nyssa that explores the creation, nature, and purpose of humanity within a Christian framework.
  • C. Mens et Manus
    Mens et Manus is the Latin motto of the Massachusetts Institute of Technology, expressing the union of mind and hand in the pursuit of knowledge and practical application.
  • D. Man and His Works
    Man and His Works is a foundational anthropological text by Melville J. Herskovits that systematically explores cultural relativism and the nature of human culture.
  • E. The Unconscious Civilization
    The Unconscious Civilization is a non-fiction book by Canadian philosopher John Ralston Saul that critiques modern corporate and consumer culture for undermining democracy and civic responsibility.
  • 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_69a49389f44881909a608fb27d89f247 completed March 1, 2026, 7:29 p.m.
NER Named-entity recognition batch_69a4abe5d7848190b15e0cb343b6f4ba completed March 1, 2026, 9:13 p.m.
NED1 Entity disambiguation (via context triple) batch_69a7929860f081909c86f84d7cfe6acb completed March 4, 2026, 2:02 a.m.
NEDg Description generation batch_69a796370f388190b23cd19cc3fa5a3b completed March 4, 2026, 2:17 a.m.
NED2 Entity disambiguation (via description) batch_69a796bee5388190ab0abf0bfa08ad97 completed March 4, 2026, 2:19 a.m.
Created at: March 1, 2026, 7:38 p.m.