Triple
T16855894
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Plan B 3.0 |
E409780
|
entity |
| Predicate | title |
P38
|
FINISHED |
| Object |
Plan B 3.0: Mobilizing to Save Civilization
Plan B 3.0: Mobilizing to Save Civilization is an environmental and policy-focused book by Lester R. Brown that outlines a comprehensive global strategy for addressing climate change, resource depletion, and other threats to modern civilization.
|
E1236358
|
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: Plan B 3.0: Mobilizing to Save Civilization | Statement: [Plan B 3.0, title, Plan B 3.0: Mobilizing to Save Civilization]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Plan B 3.0: Mobilizing to Save Civilization Context triple: [Plan B 3.0, title, Plan B 3.0: Mobilizing to Save Civilization]
-
A.
Collapse: How Societies Choose to Fail or Succeed
Collapse: How Societies Choose to Fail or Succeed is a 2005 non-fiction book by Jared Diamond that analyzes why past and present societies have collapsed or survived, focusing on environmental and societal factors.
-
B.
Field Notes from a Catastrophe
Field Notes from a Catastrophe is a nonfiction book by Elizabeth Kolbert that examines the science, evidence, and early impacts of human-driven climate change around the world.
-
C.
The Architecture of Collapse
The Architecture of Collapse is a book by sociologist Mauro F. Guillén that analyzes the structural vulnerabilities and interconnected risks of the global economic and political system.
-
D.
There Is No Planet B: A Handbook for the Make or Break Years
"There Is No Planet B: A Handbook for the Make or Break Years" is a popular science book that explains the interconnected environmental and social crises facing humanity and offers practical, systems-level guidance for creating a sustainable future.
-
E.
From Plan to Planet
From Plan to Planet is a seminal book of poetry and essays by Haki R. Madhubuti that advances Black nationalist thought, cultural pride, and social critique within the Black Arts Movement.
- 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: Plan B 3.0: Mobilizing to Save Civilization Triple: [Plan B 3.0, title, Plan B 3.0: Mobilizing to Save Civilization]
Generated description
Plan B 3.0: Mobilizing to Save Civilization is an environmental and policy-focused book by Lester R. Brown that outlines a comprehensive global strategy for addressing climate change, resource depletion, and other threats to modern civilization.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Plan B 3.0: Mobilizing to Save Civilization Target entity description: Plan B 3.0: Mobilizing to Save Civilization is an environmental and policy-focused book by Lester R. Brown that outlines a comprehensive global strategy for addressing climate change, resource depletion, and other threats to modern civilization.
-
A.
Collapse: How Societies Choose to Fail or Succeed
Collapse: How Societies Choose to Fail or Succeed is a 2005 non-fiction book by Jared Diamond that analyzes why past and present societies have collapsed or survived, focusing on environmental and societal factors.
-
B.
Field Notes from a Catastrophe
Field Notes from a Catastrophe is a nonfiction book by Elizabeth Kolbert that examines the science, evidence, and early impacts of human-driven climate change around the world.
-
C.
The Architecture of Collapse
The Architecture of Collapse is a book by sociologist Mauro F. Guillén that analyzes the structural vulnerabilities and interconnected risks of the global economic and political system.
-
D.
There Is No Planet B: A Handbook for the Make or Break Years
"There Is No Planet B: A Handbook for the Make or Break Years" is a popular science book that explains the interconnected environmental and social crises facing humanity and offers practical, systems-level guidance for creating a sustainable future.
-
E.
From Plan to Planet
From Plan to Planet is a seminal book of poetry and essays by Haki R. Madhubuti that advances Black nationalist thought, cultural pride, and social critique within the Black Arts Movement.
- F. None of above. chosen
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_69d88395e6c88190b22730f335107c14 |
completed | April 10, 2026, 4:59 a.m. |
| NER | Named-entity recognition | batch_69e3b37d69a08190af18b421066f44f1 |
completed | April 18, 2026, 4:38 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a00bb2337348190ae79dc4b188c94cf |
completed | May 10, 2026, 5:06 p.m. |
| NEDg | Description generation | batch_6a00bbe7e4c4819081d0bfd1ac427c49 |
completed | May 10, 2026, 5:10 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a00bc73e4e88190a8327ba48174f923 |
completed | May 10, 2026, 5:12 p.m. |
Created at: April 10, 2026, 5:24 a.m.