Triple

T6824210
Position Surface form Disambiguated ID Type / Status
Subject Charles Spearman E156972 entity
Predicate publication P80 FINISHED
Object "The Abilities of Man"
"The Abilities of Man" is a landmark 1927 psychological work by Charles Spearman that systematically develops his theory of general intelligence (g factor) and human cognitive abilities.
E622311 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 Abilities of Man" | Statement: [Charles Spearman, publication, "The Abilities of Man"]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: "The Abilities of Man"
Context triple: [Charles Spearman, publication, "The Abilities of Man"]
  • A. 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.
  • B. The Spirit of Man
    "The Spirit of Man" is a song from Jeff Wayne's musical adaptation of H.G. Wells' "The War of the Worlds," exploring human resilience and faith in the face of catastrophic alien invasion.
  • C. “The Real and the Apparent Man”
    “The Real and the Apparent Man” is a philosophical and spiritual discourse by Swami Vivekananda exploring the distinction between our true divine nature and our illusory, worldly identity.
  • D. The Improvers of Mankind
    The Improvers of Mankind is a section of Friedrich Nietzsche’s philosophical work *Twilight of the Idols* in which he sharply criticizes traditional moralists, religious leaders, and social reformers for attempting to “improve” humanity by suppressing its natural instincts and strengths.
  • E. Man's Fate
    Man's Fate is a 1933 existential novel by French writer André Malraux that portrays the failed 1927 communist uprising in Shanghai and explores themes of revolution, fate, and human suffering.
  • 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 Abilities of Man"
Triple: [Charles Spearman, publication, "The Abilities of Man"]
Generated description
"The Abilities of Man" is a landmark 1927 psychological work by Charles Spearman that systematically develops his theory of general intelligence (g factor) and human cognitive abilities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: "The Abilities of Man"
Target entity description: "The Abilities of Man" is a landmark 1927 psychological work by Charles Spearman that systematically develops his theory of general intelligence (g factor) and human cognitive abilities.
  • A. 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.
  • B. The Spirit of Man
    "The Spirit of Man" is a song from Jeff Wayne's musical adaptation of H.G. Wells' "The War of the Worlds," exploring human resilience and faith in the face of catastrophic alien invasion.
  • C. “The Real and the Apparent Man”
    “The Real and the Apparent Man” is a philosophical and spiritual discourse by Swami Vivekananda exploring the distinction between our true divine nature and our illusory, worldly identity.
  • D. The Improvers of Mankind
    The Improvers of Mankind is a section of Friedrich Nietzsche’s philosophical work *Twilight of the Idols* in which he sharply criticizes traditional moralists, religious leaders, and social reformers for attempting to “improve” humanity by suppressing its natural instincts and strengths.
  • E. Man's Fate
    Man's Fate is a 1933 existential novel by French writer André Malraux that portrays the failed 1927 communist uprising in Shanghai and explores themes of revolution, fate, and human suffering.
  • 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_69c688298a288190af3f285d57f76bbe completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6d580ca448190aa6d52908ca50e39 completed March 27, 2026, 7:07 p.m.
NED1 Entity disambiguation (via context triple) batch_69c723ee0e94819095a678e1073869d5 completed March 28, 2026, 12:42 a.m.
NEDg Description generation batch_69c7254674008190972b4f8619b28776 completed March 28, 2026, 12:48 a.m.
NED2 Entity disambiguation (via description) batch_69c725be2ad881908e97017baabbd854 completed March 28, 2026, 12:50 a.m.
Created at: March 27, 2026, 2:18 p.m.