Triple

T15361377
Position Surface form Disambiguated ID Type / Status
Subject Xiangyu Zhang E367296 entity
Predicate hasAffiliation P467 FINISHED
Object Microsoft Research Asia
Microsoft Research Asia is a leading research division of Microsoft based in the Asia-Pacific region, known for its influential work in computer science and artificial intelligence.
 E1154231 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: Microsoft Research Asia | Statement: [Xiangyu Zhang, hasAffiliation, Microsoft Research Asia]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Microsoft Research Asia
Context triple: [Xiangyu Zhang, hasAffiliation, Microsoft Research Asia]
  • 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. 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.
  • 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. 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.
  • 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: Microsoft Research Asia
Triple: [Xiangyu Zhang, hasAffiliation, Microsoft Research Asia]
Generated description
Microsoft Research Asia is a leading research division of Microsoft based in the Asia-Pacific region, known for its influential work in computer science and artificial intelligence.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Microsoft Research Asia
Target entity description: Microsoft Research Asia is a leading research division of Microsoft based in the Asia-Pacific region, known for its influential work in computer science and artificial intelligence.
  • 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. 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.
  • 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. 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.
  • 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_69d85a1483788190ad93c2748e8af34b completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e03e4607408190ab281a7f7a8012d3 completed April 16, 2026, 1:41 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff1343862481908962dfe0ab946b97 completed May 9, 2026, 10:58 a.m.
NEDg Description generation batch_69ff143c0e448190b4775711ee7545d1 completed May 9, 2026, 11:02 a.m.
NED2 Entity disambiguation (via description) batch_69ff14e1a7b881909ad2ba0d35847ea1 completed May 9, 2026, 11:05 a.m.
Created at: April 10, 2026, 3:18 a.m.