Triple

T15361376
Position Surface form Disambiguated ID Type / Status
Subject Xiangyu Zhang E367296 entity
Predicate hasAffiliation P467 FINISHED
Object MEGVII (Face++)
MEGVII (Face++) is a leading Chinese artificial intelligence company best known for its advanced facial recognition and computer vision technologies.
E1153671 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: MEGVII (Face++) | Statement: [Xiangyu Zhang, hasAffiliation, MEGVII (Face++)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: MEGVII (Face++)
Context triple: [Xiangyu Zhang, hasAffiliation, MEGVII (Face++)]
  • A. Azure Face API
    Azure Face API is a cloud-based facial recognition and analysis service from Microsoft that detects, identifies, and analyzes human faces in images.
  • B. Faces Places
    Faces Places is a 2017 French documentary film co-directed by Agnès Varda and artist JR, in which they travel through rural France creating large-scale photographic portraits while reflecting on memory, community, and aging.
  • C. Face ID
    Face ID is Apple's facial recognition system that securely unlocks devices and authorizes actions like payments and app logins using a 3D scan of the user's face.
  • D. Barcode Face
    Barcode Face is a contemporary art piece by Canadian painter Wanda Koop that explores themes of identity and surveillance through stylized, barcode-like facial imagery.
  • E. LFW
    LFW is the IATA airport code for Lomé–Tokoin International Airport, the main airport serving Lomé, the capital of Togo.
  • 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: MEGVII (Face++)
Triple: [Xiangyu Zhang, hasAffiliation, MEGVII (Face++)]
Generated description
MEGVII (Face++) is a leading Chinese artificial intelligence company best known for its advanced facial recognition and computer vision technologies.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: MEGVII (Face++)
Target entity description: MEGVII (Face++) is a leading Chinese artificial intelligence company best known for its advanced facial recognition and computer vision technologies.
  • A. Azure Face API
    Azure Face API is a cloud-based facial recognition and analysis service from Microsoft that detects, identifies, and analyzes human faces in images.
  • B. Faces Places
    Faces Places is a 2017 French documentary film co-directed by Agnès Varda and artist JR, in which they travel through rural France creating large-scale photographic portraits while reflecting on memory, community, and aging.
  • C. Face ID
    Face ID is Apple's facial recognition system that securely unlocks devices and authorizes actions like payments and app logins using a 3D scan of the user's face.
  • D. Barcode Face
    Barcode Face is a contemporary art piece by Canadian painter Wanda Koop that explores themes of identity and surveillance through stylized, barcode-like facial imagery.
  • E. LFW
    LFW is the IATA airport code for Lomé–Tokoin International Airport, the main airport serving Lomé, the capital of Togo.
  • 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_69ff0b4a181c8190bffc1ac1a86e215d completed May 9, 2026, 10:24 a.m.
NEDg Description generation batch_69ff0f82441c81909a8ae13817fd3e96 completed May 9, 2026, 10:42 a.m.
NED2 Entity disambiguation (via description) batch_69ff0fd586708190a54b33efd27d84b2 completed May 9, 2026, 10:43 a.m.
Created at: April 10, 2026, 3:18 a.m.