Triple
T6090982
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Weiss/Manfredi |
E135761
|
entity |
| Predicate | hasPublication |
P80
|
FINISHED |
| Object |
Public Natures: Evolutionary Infrastructures
Public Natures: Evolutionary Infrastructures is an architectural monograph by Weiss/Manfredi that explores the integration of landscape, infrastructure, and urban design through their interdisciplinary projects.
|
E569779
|
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: Public Natures: Evolutionary Infrastructures | Statement: [Weiss/Manfredi, hasPublication, Public Natures: Evolutionary Infrastructures]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Public Natures: Evolutionary Infrastructures Context triple: [Weiss/Manfredi, hasPublication, Public Natures: Evolutionary Infrastructures]
-
A.
Dazzle Gradually: Reflections on the Nature of Nature
Dazzle Gradually: Reflections on the Nature of Nature is a collection of essays exploring science, philosophy, and the complexity of life, co-written by Dorion Sagan and his mother, biologist Lynn Margulis.
-
B.
Nature’s Services: Societal Dependence on Natural Ecosystems
"Nature’s Services: Societal Dependence on Natural Ecosystems" is an influential edited volume that synthesizes scientific understanding of ecosystem services and highlights how human societies fundamentally rely on the functions and benefits provided by natural ecosystems.
-
C.
Searching for Order in the Complexity of Evolving Worlds
"Searching for Order in the Complexity of Evolving Worlds" is the guiding motto of the Santa Fe Institute, reflecting its focus on understanding complex adaptive systems across disciplines.
-
D.
The Ecological Theater and the Evolutionary Play
The Ecological Theater and the Evolutionary Play is a seminal 1965 book by ecologist G. Evelyn Hutchinson that conceptualizes evolution as a drama unfolding within the constraints and context of ecological environments.
-
E.
The Structure of Evolutionary Theory
The Structure of Evolutionary Theory is a comprehensive 2002 book by paleontologist Stephen Jay Gould that synthesizes and expands modern evolutionary theory, emphasizing concepts such as punctuated equilibrium and hierarchical selection.
- 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: Public Natures: Evolutionary Infrastructures Triple: [Weiss/Manfredi, hasPublication, Public Natures: Evolutionary Infrastructures]
Generated description
Public Natures: Evolutionary Infrastructures is an architectural monograph by Weiss/Manfredi that explores the integration of landscape, infrastructure, and urban design through their interdisciplinary projects.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Public Natures: Evolutionary Infrastructures Target entity description: Public Natures: Evolutionary Infrastructures is an architectural monograph by Weiss/Manfredi that explores the integration of landscape, infrastructure, and urban design through their interdisciplinary projects.
-
A.
Dazzle Gradually: Reflections on the Nature of Nature
Dazzle Gradually: Reflections on the Nature of Nature is a collection of essays exploring science, philosophy, and the complexity of life, co-written by Dorion Sagan and his mother, biologist Lynn Margulis.
-
B.
Nature’s Services: Societal Dependence on Natural Ecosystems
"Nature’s Services: Societal Dependence on Natural Ecosystems" is an influential edited volume that synthesizes scientific understanding of ecosystem services and highlights how human societies fundamentally rely on the functions and benefits provided by natural ecosystems.
-
C.
Searching for Order in the Complexity of Evolving Worlds
"Searching for Order in the Complexity of Evolving Worlds" is the guiding motto of the Santa Fe Institute, reflecting its focus on understanding complex adaptive systems across disciplines.
-
D.
The Ecological Theater and the Evolutionary Play
The Ecological Theater and the Evolutionary Play is a seminal 1965 book by ecologist G. Evelyn Hutchinson that conceptualizes evolution as a drama unfolding within the constraints and context of ecological environments.
-
E.
The Structure of Evolutionary Theory
The Structure of Evolutionary Theory is a comprehensive 2002 book by paleontologist Stephen Jay Gould that synthesizes and expands modern evolutionary theory, emphasizing concepts such as punctuated equilibrium and hierarchical selection.
- 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_69c0087bcc788190b20f093d3a6c60ec |
completed | March 22, 2026, 3:19 p.m. |
| NER | Named-entity recognition | batch_69c057aa192081908619d3518d4efa7a |
completed | March 22, 2026, 8:57 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c12531d764819083e1bb37d8c81a6c |
completed | March 23, 2026, 11:34 a.m. |
| NEDg | Description generation | batch_69c12964de988190a9673abe4140980e |
completed | March 23, 2026, 11:52 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c129d7cd348190963e1a266d5e88ae |
completed | March 23, 2026, 11:53 a.m. |
Created at: March 22, 2026, 4:12 p.m.