Triple

T7804571

Position	Surface form	Disambiguated ID	Type / Status
Subject	Architecture Machine Group	`E180514`	entity
Predicate	publication	`P80`	FINISHED
Object	The Architecture Machine The Architecture Machine is a seminal book by Nicholas Negroponte that explores the concept of interactive, computer-based design systems and their implications for architecture and human–machine collaboration.	`E694332`	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: The Architecture Machine | Statement: [Architecture Machine Group, publication, The Architecture Machine]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: The Architecture Machine
Context triple: [Architecture Machine Group, publication, The Architecture Machine]

A. Towards a New Architecture
Towards a New Architecture is a seminal 1923 architectural treatise by Le Corbusier that advocates for modernist design principles grounded in industrialization, functionalism, and new construction technologies.
B. The Universal Computer
The Universal Computer is a book by mathematician and logician Martin Davis that traces the history and development of the concept of computation and the universal Turing machine.
C. Computer Architecture: Concepts and Evolution
"Computer Architecture: Concepts and Evolution" is a comprehensive reference book that traces the historical development and fundamental principles of computer architecture, co-authored by Gerrit Blaauw and Frederick Brooks.
D. Landin’s SECD machine
Landin’s SECD machine is an early abstract machine for functional programming languages that introduced a systematic model for evaluating expressions using a stack, environment, control, and dump.
E. Independent Computing Architecture
Independent Computing Architecture (ICA) is Citrix's proprietary protocol for delivering virtual applications and desktops over a network, enabling remote access to centralized computing resources.
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: The Architecture Machine
Triple: [Architecture Machine Group, publication, The Architecture Machine]

Generated description

The Architecture Machine is a seminal book by Nicholas Negroponte that explores the concept of interactive, computer-based design systems and their implications for architecture and human–machine collaboration.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: The Architecture Machine
Target entity description: The Architecture Machine is a seminal book by Nicholas Negroponte that explores the concept of interactive, computer-based design systems and their implications for architecture and human–machine collaboration.

A. Towards a New Architecture
Towards a New Architecture is a seminal 1923 architectural treatise by Le Corbusier that advocates for modernist design principles grounded in industrialization, functionalism, and new construction technologies.
B. The Universal Computer
The Universal Computer is a book by mathematician and logician Martin Davis that traces the history and development of the concept of computation and the universal Turing machine.
C. Computer Architecture: Concepts and Evolution
"Computer Architecture: Concepts and Evolution" is a comprehensive reference book that traces the historical development and fundamental principles of computer architecture, co-authored by Gerrit Blaauw and Frederick Brooks.
D. Landin’s SECD machine
Landin’s SECD machine is an early abstract machine for functional programming languages that introduced a systematic model for evaluating expressions using a stack, environment, control, and dump.
E. Independent Computing Architecture
Independent Computing Architecture (ICA) is Citrix's proprietary protocol for delivering virtual applications and desktops over a network, enabling remote access to centralized computing resources.
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_69ca827e50cc8190a92a733577184938`	completed	March 30, 2026, 2:02 p.m.
NER	Named-entity recognition	`batch_69caf636def8819084117fababac06b2`	completed	March 30, 2026, 10:16 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69cb14439c8081908331caf450462a0e`	completed	March 31, 2026, 12:24 a.m.
NEDg	Description generation	`batch_69cb1638c9888190be533d55fd0b494f`	completed	March 31, 2026, 12:32 a.m.
NED2	Entity disambiguation (via description)	`batch_69cb1a49beb4819090532acabb9391b1`	completed	March 31, 2026, 12:50 a.m.

Created at: March 30, 2026, 4:34 p.m.