Triple

T7936939
Position Surface form Disambiguated ID Type / Status
Subject Grady Booch E184308 entity
Predicate memberOf P10 FINISHED
Object IBM Academy of Technology
The IBM Academy of Technology is an elite, invitation-only community of IBM’s top technical leaders and innovators that helps shape the company’s technology strategy and fosters technical excellence.
 E699661 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: IBM Academy of Technology | Statement: [Grady Booch, memberOf, IBM Academy of Technology]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: IBM Academy of Technology
Context triple: [Grady Booch, memberOf, IBM Academy of Technology]
  • A. Microsoft Research
    Microsoft Research is the research division of Microsoft, dedicated to advancing computer science and related fields through fundamental and applied research.
  • B. Microsoft Research Cambridge
    Microsoft Research Cambridge is a leading European research laboratory of Microsoft focused on advancing computer science and related fields through fundamental and applied research.
  • C. Intel Labs
    Intel Labs is the research and innovation arm of Intel, focused on advancing cutting-edge technologies in areas such as computing, artificial intelligence, and semiconductor design.
  • D. IBM China Development Laboratory
    IBM China Development Laboratory is a major IBM research and development center in China focused on creating and enhancing software products and technologies for global markets.
  • E. IBM Zürich Research Laboratory
    IBM Zürich Research Laboratory is a renowned Swiss research center of IBM known for pioneering work in nanotechnology, scanning probe microscopy, and solid-state physics, including Nobel Prize–winning innovations.
  • 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: IBM Academy of Technology
Triple: [Grady Booch, memberOf, IBM Academy of Technology]
Generated description
The IBM Academy of Technology is an elite, invitation-only community of IBM’s top technical leaders and innovators that helps shape the company’s technology strategy and fosters technical excellence.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: IBM Academy of Technology
Target entity description: The IBM Academy of Technology is an elite, invitation-only community of IBM’s top technical leaders and innovators that helps shape the company’s technology strategy and fosters technical excellence.
  • A. Microsoft Research
    Microsoft Research is the research division of Microsoft, dedicated to advancing computer science and related fields through fundamental and applied research.
  • B. Microsoft Research Cambridge
    Microsoft Research Cambridge is a leading European research laboratory of Microsoft focused on advancing computer science and related fields through fundamental and applied research.
  • C. Intel Labs
    Intel Labs is the research and innovation arm of Intel, focused on advancing cutting-edge technologies in areas such as computing, artificial intelligence, and semiconductor design.
  • D. IBM China Development Laboratory
    IBM China Development Laboratory is a major IBM research and development center in China focused on creating and enhancing software products and technologies for global markets.
  • E. IBM Zürich Research Laboratory
    IBM Zürich Research Laboratory is a renowned Swiss research center of IBM known for pioneering work in nanotechnology, scanning probe microscopy, and solid-state physics, including Nobel Prize–winning innovations.
  • 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_69ca8290c21c8190906a5ca6fe2b03c4 completed March 30, 2026, 2:02 p.m.
NER Named-entity recognition batch_69cb3aef2394819086eea1f6ab117aed completed March 31, 2026, 3:09 a.m.
NED1 Entity disambiguation (via context triple) batch_69cb5c0a96ac819099ad30fb925eb329 completed March 31, 2026, 5:30 a.m.
NEDg Description generation batch_69cb7634f4dc8190b5e537f24bccd651 completed March 31, 2026, 7:22 a.m.
NED2 Entity disambiguation (via description) batch_69cbb67e77a48190b93c6ba61becfac4 completed March 31, 2026, 11:56 a.m.
Created at: March 30, 2026, 5:08 p.m.