Triple
T862193
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bill McKibben |
E18621
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Deep Economy
Deep Economy is a nonfiction book by environmentalist Bill McKibben that critiques growth-driven economics and advocates for more localized, sustainable, and community-centered alternatives.
|
E101842
|
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: Deep Economy | Statement: [Bill McKibben, notableWork, Deep Economy]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Deep Economy Context triple: [Bill McKibben, notableWork, Deep Economy]
-
A.
Chokepoint Capitalism
Chokepoint Capitalism is a nonfiction book co-authored by Cory Doctorow and Rebecca Giblin that critiques how powerful corporations exploit bottlenecks in creative industries and proposes ways to reclaim artistic and economic freedom.
-
B.
Battle for Grain
The Battle for Grain was a major Fascist Italian agricultural policy initiative launched by Benito Mussolini in the 1920s to boost domestic wheat production and reduce reliance on foreign imports.
-
C.
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.
-
D.
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.
-
E.
Homesteading the Noosphere
Homesteading the Noosphere is an influential essay by Eric S. Raymond that analyzes the culture, motivations, and property norms of the open-source software community.
- 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: Deep Economy Triple: [Bill McKibben, notableWork, Deep Economy]
Generated description
Deep Economy is a nonfiction book by environmentalist Bill McKibben that critiques growth-driven economics and advocates for more localized, sustainable, and community-centered alternatives.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Deep Economy Target entity description: Deep Economy is a nonfiction book by environmentalist Bill McKibben that critiques growth-driven economics and advocates for more localized, sustainable, and community-centered alternatives.
-
A.
Chokepoint Capitalism
Chokepoint Capitalism is a nonfiction book co-authored by Cory Doctorow and Rebecca Giblin that critiques how powerful corporations exploit bottlenecks in creative industries and proposes ways to reclaim artistic and economic freedom.
-
B.
Battle for Grain
The Battle for Grain was a major Fascist Italian agricultural policy initiative launched by Benito Mussolini in the 1920s to boost domestic wheat production and reduce reliance on foreign imports.
-
C.
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.
-
D.
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.
-
E.
Homesteading the Noosphere
Homesteading the Noosphere is an influential essay by Eric S. Raymond that analyzes the culture, motivations, and property norms of the open-source software community.
- 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_69a4938ce8688190a24bdfef82ba7d21 |
completed | March 1, 2026, 7:29 p.m. |
| NER | Named-entity recognition | batch_69a4ac6631408190a19b83126fa86100 |
completed | March 1, 2026, 9:15 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a7a3c5c15c8190a91eb3746007ebf5 |
completed | March 4, 2026, 3:15 a.m. |
| NEDg | Description generation | batch_69a7a613db0881908c14569257c53bb0 |
completed | March 4, 2026, 3:25 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a7a66cc1108190a072cc7d9be2756c |
completed | March 4, 2026, 3:26 a.m. |
Created at: March 1, 2026, 7:39 p.m.