Triple

T18205051
Position Surface form Disambiguated ID Type / Status
Subject DeiT E435881 entity
Predicate developedBy P73 FINISHED
Object Facebook AI Research
Facebook AI Research is Meta's artificial intelligence research division focused on advancing state-of-the-art machine learning and computer vision through open, large-scale scientific research.
E19895 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: Facebook AI Research | Statement: [DeiT, developedBy, Facebook AI Research]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Facebook AI Research
Context triple: [DeiT, developedBy, Facebook AI Research]
  • A. Google Research
    Google Research is the research division of Google focused on advancing the state of the art in computer science and artificial intelligence through fundamental and applied research.
  • B. Meta AI
    Meta AI is Meta Platforms’ artificial intelligence division, responsible for developing large-scale AI models, research, and consumer-facing tools like the Meta AI assistant integrated across its apps and services.
  • C. Facebook Engineering
    Facebook Engineering is the division of Meta responsible for developing and maintaining Facebook’s core software infrastructure, products, and internal technologies.
  • D. Adobe Research
    Adobe Research is the research arm of Adobe that advances cutting-edge technologies in areas such as computer graphics, computer vision, machine learning, and digital media.
  • E. Allen Institute for Artificial Intelligence
    The Allen Institute for Artificial Intelligence is a research organization founded by Paul Allen that focuses on advancing artificial intelligence through high-impact scientific and engineering efforts, including open research, tools, and datasets.
  • 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: Facebook AI Research
Triple: [DeiT, developedBy, Facebook AI Research]
Generated description
Facebook AI Research is Meta's artificial intelligence research division focused on advancing state-of-the-art machine learning and computer vision through open, large-scale scientific research.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Facebook AI Research
Target entity description: Facebook AI Research is Meta's artificial intelligence research division focused on advancing state-of-the-art machine learning and computer vision through open, large-scale scientific research.
  • A. Google Research
    Google Research is the research division of Google focused on advancing the state of the art in computer science and artificial intelligence through fundamental and applied research.
  • B. Meta AI chosen
    Meta AI is Meta Platforms’ artificial intelligence division, responsible for developing large-scale AI models, research, and consumer-facing tools like the Meta AI assistant integrated across its apps and services.
  • C. Facebook Engineering
    Facebook Engineering is the division of Meta responsible for developing and maintaining Facebook’s core software infrastructure, products, and internal technologies.
  • D. Adobe Research
    Adobe Research is the research arm of Adobe that advances cutting-edge technologies in areas such as computer graphics, computer vision, machine learning, and digital media.
  • E. Allen Institute for Artificial Intelligence
    The Allen Institute for Artificial Intelligence is a research organization founded by Paul Allen that focuses on advancing artificial intelligence through high-impact scientific and engineering efforts, including open research, tools, and datasets.
  • F. None of above.

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_69d8b90dba6481908e119eb9aa4ca0cb completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e4e222831081908f7d5500424e3acb completed April 19, 2026, 2:09 p.m.
NED1 Entity disambiguation (via context triple) batch_6a03d761cd188190ad56ddfa5f8c2b8a completed May 13, 2026, 1:44 a.m.
NEDg Description generation batch_6a03da3067608190b4bdc0dd728e2d29 completed May 13, 2026, 1:56 a.m.
NED2 Entity disambiguation (via description) batch_6a03da9df9708190a0f219e86e42674e completed May 13, 2026, 1:57 a.m.
Created at: April 10, 2026, 10:32 a.m.