Triple

T9582636
Position Surface form Disambiguated ID Type / Status
Subject Hugh Clifford E231209 entity
Predicate notableWork P4 FINISHED
Object Studies in Brown Humanity
Studies in Brown Humanity is a collection of colonial-era short stories and sketches by British administrator and writer Hugh Clifford, depicting the lives and cultures of indigenous peoples in Southeast Asia.
E808701 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: Studies in Brown Humanity | Statement: [Hugh Clifford, notableWork, Studies in Brown Humanity]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Studies in Brown Humanity
Context triple: [Hugh Clifford, notableWork, Studies in Brown Humanity]
  • A. The Inequality of Man
    The Inequality of Man is a collection of essays by geneticist J. B. S. Haldane that explores human biology, heredity, and social inequality from a scientific and philosophical perspective.
  • B. An Essay Toward an Autobiography of a Race Concept
    "An Essay Toward an Autobiography of a Race Concept" is the subtitle of W. E. B. Du Bois’s 1940 work *Dusk of Dawn*, in which he reflects on his life and the evolving idea of race in American and global history.
  • C. The Myth of the Negro Past
    The Myth of the Negro Past is a pioneering 1941 anthropological study by Melville J. Herskovits that challenged prevailing racist assumptions by documenting the enduring African cultural heritage among African Americans.
  • D. 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.
  • E. Institute for Colored Youth
    The Institute for Colored Youth was a pioneering 19th-century African American educational institution in Philadelphia dedicated to providing advanced academic and vocational training to Black students before and after the Civil War.
  • 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: Studies in Brown Humanity
Triple: [Hugh Clifford, notableWork, Studies in Brown Humanity]
Generated description
Studies in Brown Humanity is a collection of colonial-era short stories and sketches by British administrator and writer Hugh Clifford, depicting the lives and cultures of indigenous peoples in Southeast Asia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Studies in Brown Humanity
Target entity description: Studies in Brown Humanity is a collection of colonial-era short stories and sketches by British administrator and writer Hugh Clifford, depicting the lives and cultures of indigenous peoples in Southeast Asia.
  • A. The Inequality of Man
    The Inequality of Man is a collection of essays by geneticist J. B. S. Haldane that explores human biology, heredity, and social inequality from a scientific and philosophical perspective.
  • B. An Essay Toward an Autobiography of a Race Concept
    "An Essay Toward an Autobiography of a Race Concept" is the subtitle of W. E. B. Du Bois’s 1940 work *Dusk of Dawn*, in which he reflects on his life and the evolving idea of race in American and global history.
  • C. The Myth of the Negro Past
    The Myth of the Negro Past is a pioneering 1941 anthropological study by Melville J. Herskovits that challenged prevailing racist assumptions by documenting the enduring African cultural heritage among African Americans.
  • D. 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.
  • E. Institute for Colored Youth
    The Institute for Colored Youth was a pioneering 19th-century African American educational institution in Philadelphia dedicated to providing advanced academic and vocational training to Black students before and after the Civil War.
  • 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_69ca848161688190a68d514a0a9d5129 completed March 30, 2026, 2:11 p.m.
NER Named-entity recognition batch_69cd99cd59008190888eb11f00f61994 completed April 1, 2026, 10:18 p.m.
NED1 Entity disambiguation (via context triple) batch_69d1616a11688190ba47343e4fd913fd completed April 4, 2026, 7:07 p.m.
NEDg Description generation batch_69d16360b7708190bc23294f267ac695 completed April 4, 2026, 7:15 p.m.
NED2 Entity disambiguation (via description) batch_69d163e654388190ba9b617e6fac18ad completed April 4, 2026, 7:17 p.m.
Created at: March 30, 2026, 8:05 p.m.