Triple
T1795481
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Collapse: How Societies Choose to Fail or Succeed |
E39592
|
entity |
| Predicate | relatedWork |
P37
|
FINISHED |
| Object | The World Until Yesterday |
E40177
|
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 World Until Yesterday | Statement: [Collapse: How Societies Choose to Fail or Succeed, relatedWork, The World Until Yesterday]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: The World Until Yesterday Context triple: [Collapse: How Societies Choose to Fail or Succeed, relatedWork, The World Until Yesterday]
-
A.
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.
-
B.
Guns, Germs, and Steel
Guns, Germs, and Steel is a widely influential book by Jared Diamond that explores how geography, environment, and the distribution of domesticable plants and animals shaped the unequal development of human societies.
-
C.
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.
-
D.
The Better Angels of Our Nature
The Better Angels of Our Nature is a non-fiction book by cognitive psychologist Steven Pinker that argues, with extensive historical and statistical evidence, that violence has declined over long stretches of human history and explores the psychological and social forces behind this trend.
-
E.
Monocultures of the Mind
Monocultures of the Mind is a book by environmental activist Vandana Shiva that critiques industrial agriculture and globalization for eroding biodiversity, indigenous knowledge, and cultural diversity.
- 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_69a88631854081909723959921e45c2b |
completed | March 4, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69aa653daa0c8190a5d96c20c8a0af15 |
completed | March 6, 2026, 5:25 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69adb5d49d7481909dcb5cc54b92e3cc |
completed | March 8, 2026, 5:45 p.m. |
Created at: March 4, 2026, 7:32 p.m.