Triple

T4833482
Position Surface form Disambiguated ID Type / Status
Subject Inception architecture E107999 entity
Predicate hasVariant P455 FINISHED
Object Inception v2
Inception v2 is an improved version of Google’s Inception convolutional neural network architecture that enhances accuracy and efficiency through refined module design and training techniques.
 E472888 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: Inception v2 | Statement: [Inception architecture, hasVariant, Inception v2]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Inception v2
Context triple: [Inception architecture, hasVariant, Inception v2]
  • A. Inception
    Inception is a 2010 science fiction heist film directed by Christopher Nolan that explores dream manipulation and shared subconscious worlds.
  • B. Ex Machina
    Ex Machina is a 2014 science fiction psychological thriller film about artificial intelligence and human consciousness, written and directed by Alex Garland.
  • C. The Prestige
    The Prestige is a 2006 psychological thriller film directed by Christopher Nolan that follows the intense rivalry between two Victorian-era magicians obsessed with outdoing each other.
  • D. Minority Report
    Minority Report is a 2002 science fiction thriller film directed by Steven Spielberg, set in a future where a specialized police unit uses precognition to arrest criminals before they commit their crimes.
  • E. The Matrix Reloaded
    The Matrix Reloaded is a 2003 science fiction action film and the second installment in The Matrix trilogy, continuing Neo’s battle against the machines in a dystopian cyberpunk future.
  • 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: Inception v2
Triple: [Inception architecture, hasVariant, Inception v2]
Generated description
Inception v2 is an improved version of Google’s Inception convolutional neural network architecture that enhances accuracy and efficiency through refined module design and training techniques.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Inception v2
Target entity description: Inception v2 is an improved version of Google’s Inception convolutional neural network architecture that enhances accuracy and efficiency through refined module design and training techniques.
  • A. Inception
    Inception is a 2010 science fiction heist film directed by Christopher Nolan that explores dream manipulation and shared subconscious worlds.
  • B. Ex Machina
    Ex Machina is a 2014 science fiction psychological thriller film about artificial intelligence and human consciousness, written and directed by Alex Garland.
  • C. The Prestige
    The Prestige is a 2006 psychological thriller film directed by Christopher Nolan that follows the intense rivalry between two Victorian-era magicians obsessed with outdoing each other.
  • D. Minority Report
    Minority Report is a 2002 science fiction thriller film directed by Steven Spielberg, set in a future where a specialized police unit uses precognition to arrest criminals before they commit their crimes.
  • E. The Matrix Reloaded
    The Matrix Reloaded is a 2003 science fiction action film and the second installment in The Matrix trilogy, continuing Neo’s battle against the machines in a dystopian cyberpunk future.
  • 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_69bd43fbe444819085cb970706ef73f7 completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd6cca88d88190a8ad6cf7856bdf69 completed March 20, 2026, 3:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69be4dd744688190a420580e3a8332ff completed March 21, 2026, 7:50 a.m.
NEDg Description generation batch_69be4e764b60819097aace8e7321dc0c completed March 21, 2026, 7:53 a.m.
NED2 Entity disambiguation (via description) batch_69be4ef7c3e081909c74a573058810f0 completed March 21, 2026, 7:55 a.m.
Created at: March 20, 2026, 1:25 p.m.