Triple

T4457907
Position Surface form Disambiguated ID Type / Status
Subject Ashley Montagu E97774 entity
Predicate notableWork P4 FINISHED
Object The Direction of Human Development E97774 NE FINISHED

How this triple was built (2 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 Direction of Human Development | Statement: [Ashley Montagu, notableWork, The Direction of Human Development]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: The Direction of Human Development
Context triple: [Ashley Montagu, notableWork, The Direction of Human Development]
  • A. The Direction of Human Development chosen
    "The Direction of Human Development" is a work by anthropologist Ashley Montagu that explores the biological, social, and cultural factors shaping human growth and evolution.
  • B. Human Development Report
    The Human Development Report is an annual United Nations publication that analyzes global development using measures beyond income, most notably the Human Development Index, to assess and compare countries’ well-being.
  • C. Culture and Human Destiny
    Culture and Human Destiny is a philosophical work by Horace M. Kallen that explores cultural pluralism, democracy, and the role of diverse cultural identities in shaping human society.
  • D. The Intelligent Individual and Society
    "The Intelligent Individual and Society" is a philosophical work by Nobel Prize–winning physicist Percy W. Bridgman that explores the role, responsibilities, and challenges of the rational individual within modern social and political structures.
  • E. Development as Freedom
    Development as Freedom is a seminal book by economist Amartya Sen that argues true development should be understood as the expansion of people's substantive freedoms and capabilities rather than merely economic growth.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69b3454777808190b78aa9047ba1f018 completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b3564485688190a0d49fdccf8724be completed March 13, 2026, 12:11 a.m.
NED1 Entity disambiguation (via context triple) batch_69b6282ea6308190b726a9f8176d4d1b completed March 15, 2026, 3:31 a.m.
Created at: March 12, 2026, 11:33 p.m.