Triple

T1923604
Position Surface form Disambiguated ID Type / Status
Subject The World Until Yesterday E40177 entity
Predicate notableExample P1503 FINISHED
Object New Guinea highland societies
New Guinea highland societies are traditional, small-scale communities in the mountainous interior of New Guinea known for their horticultural economies, complex kinship systems, and use as case studies of pre-modern social organization in works like Jared Diamond’s "The World Until Yesterday."
E40177 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: New Guinea highland societies | Statement: [The World Until Yesterday, notableExample, New Guinea highland societies]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: New Guinea highland societies
Context triple: [The World Until Yesterday, notableExample, New Guinea highland societies]
  • A. Growing Up in New Guinea
    Growing Up in New Guinea is a classic anthropological study by Margaret Mead that examines childhood, adolescence, and cultural development among the Manus people of Papua New Guinea.
  • B. The World Until Yesterday
    The World Until Yesterday is a non-fiction book by Jared Diamond that examines traditional societies to draw lessons about human nature, social organization, and modern life.
  • C. Forest of the Pygmies
    Forest of the Pygmies is a young adult adventure novel by Isabel Allende that follows journalist Kate Cold and her companions on a perilous journey into an African jungle to confront slavery and corruption.
  • D. The Twa Herds
    "The Twa Herds" is a satirical poem by Robert Burns that mocks religious hypocrisy and clerical disputes in 18th-century Scotland.
  • E. Kwakiutl Ethnography
    *Kwakiutl Ethnography* is a foundational anthropological work by Franz Boas that provides an extensive, detailed study of the culture, language, and social life of the Kwakiutl (Kwakwaka'wakw) people of the Pacific Northwest Coast.
  • 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: New Guinea highland societies
Triple: [The World Until Yesterday, notableExample, New Guinea highland societies]
Generated description
New Guinea highland societies are traditional, small-scale communities in the mountainous interior of New Guinea known for their horticultural economies, complex kinship systems, and use as case studies of pre-modern social organization in works like Jared Diamond’s "The World Until Yesterday."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: New Guinea highland societies
Target entity description: New Guinea highland societies are traditional, small-scale communities in the mountainous interior of New Guinea known for their horticultural economies, complex kinship systems, and use as case studies of pre-modern social organization in works like Jared Diamond’s "The World Until Yesterday."
  • A. Growing Up in New Guinea
    Growing Up in New Guinea is a classic anthropological study by Margaret Mead that examines childhood, adolescence, and cultural development among the Manus people of Papua New Guinea.
  • B. The World Until Yesterday chosen
    The World Until Yesterday is a non-fiction book by Jared Diamond that examines traditional societies to draw lessons about human nature, social organization, and modern life.
  • C. Forest of the Pygmies
    Forest of the Pygmies is a young adult adventure novel by Isabel Allende that follows journalist Kate Cold and her companions on a perilous journey into an African jungle to confront slavery and corruption.
  • D. The Twa Herds
    "The Twa Herds" is a satirical poem by Robert Burns that mocks religious hypocrisy and clerical disputes in 18th-century Scotland.
  • E. Kwakiutl Ethnography
    *Kwakiutl Ethnography* is a foundational anthropological work by Franz Boas that provides an extensive, detailed study of the culture, language, and social life of the Kwakiutl (Kwakwaka'wakw) people of the Pacific Northwest Coast.
  • F. None of above.

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_69a8864298748190a2f2fd34f7ef8d77 completed March 4, 2026, 7:21 p.m.
NER Named-entity recognition batch_69abb23459ac819088ded5bfac9d4aad completed March 7, 2026, 5:05 a.m.
NED1 Entity disambiguation (via context triple) batch_69adf3e6678881908d72de7e0f19a648 completed March 8, 2026, 10:10 p.m.
NEDg Description generation batch_69adf472aca881908d99cf5bfcae3094 completed March 8, 2026, 10:13 p.m.
NED2 Entity disambiguation (via description) batch_69adf50d93c88190aa1cbf96526558b6 completed March 8, 2026, 10:15 p.m.
Created at: March 4, 2026, 7:35 p.m.