Triple

T1587277
Position Surface form Disambiguated ID Type / Status
Subject Nicholas Negroponte E34093 entity
Predicate coFounded P104 FINISHED
Object Architecture Machine Group
Architecture Machine Group was an influential research group at MIT that pioneered early work in human-computer interaction and the use of computers in architecture and design.
 E180514 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: Architecture Machine Group | Statement: [Nicholas Negroponte, coFounded, Architecture Machine Group]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Architecture Machine Group
Context triple: [Nicholas Negroponte, coFounded, Architecture Machine Group]
  • A. Engineering Group
    The Engineering Group is a specialist division of the Geological Society of London that focuses on the application of geological science to engineering, construction, and infrastructure projects.
  • B. Lab Architecture Studio
    Lab Architecture Studio is an Australian architectural firm best known for designing Melbourne’s iconic Federation Square complex.
  • C. División de Ingeniería
    La División de Ingeniería es una gran unidad especializada del Ejército de Chile encargada de las operaciones de ingeniería militar, incluyendo construcción, fortificación, apoyo a la movilidad y tareas de apoyo en emergencias.
  • D. REX Architecture
    REX Architecture is a New York–based architecture firm known for its innovative, performance-driven designs and high-profile cultural projects worldwide.
  • E. 170 (Infrastructure Support) Engineer Group
    170 (Infrastructure Support) Engineer Group is a specialist formation of the British Army’s Royal Engineers responsible for providing infrastructure and engineering support to military operations.
  • 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: Architecture Machine Group
Triple: [Nicholas Negroponte, coFounded, Architecture Machine Group]
Generated description
Architecture Machine Group was an influential research group at MIT that pioneered early work in human-computer interaction and the use of computers in architecture and design.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Architecture Machine Group
Target entity description: Architecture Machine Group was an influential research group at MIT that pioneered early work in human-computer interaction and the use of computers in architecture and design.
  • A. Engineering Group
    The Engineering Group is a specialist division of the Geological Society of London that focuses on the application of geological science to engineering, construction, and infrastructure projects.
  • B. Lab Architecture Studio
    Lab Architecture Studio is an Australian architectural firm best known for designing Melbourne’s iconic Federation Square complex.
  • C. División de Ingeniería
    La División de Ingeniería es una gran unidad especializada del Ejército de Chile encargada de las operaciones de ingeniería militar, incluyendo construcción, fortificación, apoyo a la movilidad y tareas de apoyo en emergencias.
  • D. REX Architecture
    REX Architecture is a New York–based architecture firm known for its innovative, performance-driven designs and high-profile cultural projects worldwide.
  • E. 170 (Infrastructure Support) Engineer Group
    170 (Infrastructure Support) Engineer Group is a specialist formation of the British Army’s Royal Engineers responsible for providing infrastructure and engineering support to military operations.
  • 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_69a885fceb2c8190b47e0f7c0aefbff0 completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69a9090b3a20819098fdb5605ee739d7 completed March 5, 2026, 4:39 a.m.
NED1 Entity disambiguation (via context triple) batch_69ad469b36548190b2bdf2324fbea30f completed March 8, 2026, 9:51 a.m.
NEDg Description generation batch_69ad47189b388190acd217b2ba37533b completed March 8, 2026, 9:53 a.m.
NED2 Entity disambiguation (via description) batch_69ad47ffc5088190aeba84f6d92ff86f completed March 8, 2026, 9:57 a.m.
Created at: March 4, 2026, 7:27 p.m.