Triple
T1795480
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Collapse: How Societies Choose to Fail or Succeed |
E39592
|
entity |
| Predicate | relatedWork |
P37
|
FINISHED |
| Object | Guns, Germs, and Steel |
E4036
|
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: Guns, Germs, and Steel | Statement: [Collapse: How Societies Choose to Fail or Succeed, relatedWork, Guns, Germs, and Steel]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Guns, Germs, and Steel Context triple: [Collapse: How Societies Choose to Fail or Succeed, relatedWork, Guns, Germs, and Steel]
-
A.
Guns, Germs, and Steel
chosen
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.
-
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.
Why Nations Fail: The Origins of Power, Prosperity, and Poverty
Why Nations Fail: The Origins of Power, Prosperity, and Poverty is a widely influential book in political economy that argues inclusive political and economic institutions are the key drivers of long-term national prosperity and development.
-
D.
The Third Chimpanzee
The Third Chimpanzee is a popular science book by Jared Diamond that explores human evolution and behavior by comparing Homo sapiens to our closest primate relatives.
-
E.
Der Mensch in der Geschichte
Der Mensch in der Geschichte is a major 19th-century anthropological work by Adolf Bastian that explores the psychological and cultural development of humankind across different societies.
- 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_69adbf54330c81908046b519a0297760 |
completed | March 8, 2026, 6:26 p.m. |
Created at: March 4, 2026, 7:32 p.m.