Triple

T11108933
Position Surface form Disambiguated ID Type / Status
Subject Tomas Mikolov E262703 entity
Predicate employer P7 FINISHED
Object Facebook AI Research
Facebook AI Research is Meta's (formerly Facebook's) artificial intelligence research division, known for advancing state-of-the-art machine learning and deep learning technologies.
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: [Tomas Mikolov, employer, Facebook AI Research]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Facebook AI Research
Context triple: [Tomas Mikolov, employer, 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. 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.
  • E. Machine Intelligence Research Institute
    The Machine Intelligence Research Institute is a nonprofit organization focused on developing theoretical foundations to ensure that advanced artificial intelligence systems are safe and aligned with human values.
  • 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: [Tomas Mikolov, employer, Facebook AI Research]
Generated description
Facebook AI Research is Meta's (formerly Facebook's) artificial intelligence research division, known for advancing state-of-the-art machine learning and deep learning technologies.
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 (formerly Facebook's) artificial intelligence research division, known for advancing state-of-the-art machine learning and deep learning technologies.
  • 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. 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.
  • E. Machine Intelligence Research Institute
    The Machine Intelligence Research Institute is a nonprofit organization focused on developing theoretical foundations to ensure that advanced artificial intelligence systems are safe and aligned with human values.
  • 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_69d6aa9b46cc8190b19f9f0cc45bf322 completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d79a67d10c8190815d4c27d55270e8 completed April 9, 2026, 12:24 p.m.
NED1 Entity disambiguation (via context triple) batch_69e42d72f8f48190a7414119a6be9d5e completed April 19, 2026, 1:18 a.m.
NEDg Description generation batch_69e4374700b881908ebb185ae020487b completed April 19, 2026, 2 a.m.
NED2 Entity disambiguation (via description) batch_69e4399385c08190852c3cbd730a1f11 completed April 19, 2026, 2:10 a.m.
Created at: April 8, 2026, 9:27 p.m.