Triple

T1262312
Position Surface form Disambiguated ID Type / Status
Subject ScratchJr E12527 entity
Predicate developer P73 FINISHED
Object DevTech Research Group
DevTech Research Group is an educational research lab at Tufts University focused on designing and studying innovative technologies and curricula that support young children’s learning and development, particularly in early computing and STEM.
 E142976 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: DevTech Research Group | Statement: [ScratchJr, developer, DevTech Research Group]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: DevTech Research Group
Context triple: [ScratchJr, developer, DevTech Research Group]
  • A. Open Source Development Labs
    Open Source Development Labs was a non-profit organization that supported and promoted Linux and open-source software development, notably serving as a home base for Linus Torvalds before it merged into The Linux Foundation.
  • B. Founders Lab
    Founders Lab is an innovation and entrepreneurship space at Elmhurst University that supports student startups and experiential learning in business and technology.
  • C. GlobalTech Alliance
    GlobalTech Alliance is an international consortium that brings together leading institutions and organizations like ETH Zurich to collaborate on advanced research, innovation, and technology development.
  • D. Carnegie Mellon University CyLab
    Carnegie Mellon University CyLab is a leading interdisciplinary research center focused on cybersecurity, privacy, and related technologies, bringing together experts from computer science, engineering, and public policy.
  • E. Open Data Institute
    The Open Data Institute is a UK-based non-profit organization that advocates for and supports the use of open data to drive innovation, improve governance, and benefit society.
  • 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: DevTech Research Group
Triple: [ScratchJr, developer, DevTech Research Group]
Generated description
DevTech Research Group is an educational research lab at Tufts University focused on designing and studying innovative technologies and curricula that support young children’s learning and development, particularly in early computing and STEM.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: DevTech Research Group
Target entity description: DevTech Research Group is an educational research lab at Tufts University focused on designing and studying innovative technologies and curricula that support young children’s learning and development, particularly in early computing and STEM.
  • A. Open Source Development Labs
    Open Source Development Labs was a non-profit organization that supported and promoted Linux and open-source software development, notably serving as a home base for Linus Torvalds before it merged into The Linux Foundation.
  • B. Founders Lab
    Founders Lab is an innovation and entrepreneurship space at Elmhurst University that supports student startups and experiential learning in business and technology.
  • C. GlobalTech Alliance
    GlobalTech Alliance is an international consortium that brings together leading institutions and organizations like ETH Zurich to collaborate on advanced research, innovation, and technology development.
  • D. Carnegie Mellon University CyLab
    Carnegie Mellon University CyLab is a leading interdisciplinary research center focused on cybersecurity, privacy, and related technologies, bringing together experts from computer science, engineering, and public policy.
  • E. Open Data Institute
    The Open Data Institute is a UK-based non-profit organization that advocates for and supports the use of open data to drive innovation, improve governance, and benefit society.
  • 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_69a4933352e08190ac617291985e76c0 completed March 1, 2026, 7:27 p.m.
NER Named-entity recognition batch_69a4bfc77f4c8190b97a0ceaa31cfd49 completed March 1, 2026, 10:37 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac93d1396c819084a3d0a6b7cf91f1 completed March 7, 2026, 9:08 p.m.
NEDg Description generation batch_69ac9421e3ec81909e1d836f7ec115dc completed March 7, 2026, 9:09 p.m.
NED2 Entity disambiguation (via description) batch_69ac94fd9904819088e1f8086f3e743e completed March 7, 2026, 9:13 p.m.
Created at: March 1, 2026, 7:50 p.m.