Triple

T13653288
Position Surface form Disambiguated ID Type / Status
Subject Jun-Yan Zhu E326792 entity
Predicate hasAffiliation P467 FINISHED
Object Facebook AI Research
Facebook AI Research is Meta's (formerly Facebook's) artificial intelligence research division focused on advancing the state of the art in machine learning and AI 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: [Jun-Yan Zhu, hasAffiliation, Facebook AI Research]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Facebook AI Research
Context triple: [Jun-Yan Zhu, hasAffiliation, 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: [Jun-Yan Zhu, hasAffiliation, Facebook AI Research]
Generated description
Facebook AI Research is Meta's (formerly Facebook's) artificial intelligence research division focused on advancing the state of the art in machine learning and AI 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 focused on advancing the state of the art in machine learning and AI 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_69d8076d8270819092afc2f0e9c359a8 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69dbc60ace048190a4b92310ba272bd1 completed April 12, 2026, 4:19 p.m.
NED1 Entity disambiguation (via context triple) batch_69f78affa3c481909dba71e2ce9f44c1 completed May 3, 2026, 5:50 p.m.
NEDg Description generation batch_69f78d1d7de88190a61c554aa27c439d completed May 3, 2026, 5:59 p.m.
NED2 Entity disambiguation (via description) batch_69f78e00007c81909007a751fd4625c2 completed May 3, 2026, 6:03 p.m.
Created at: April 9, 2026, 9:52 p.m.