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.