Triple

T4390985
Position Surface form Disambiguated ID Type / Status
Subject Theano E99360 entity
Predicate usedAsBackendFor P2506 FINISHED
Object Blocks
Blocks is a Python deep learning framework built on top of Theano that provides modular, reusable components for constructing and training neural networks.
E435218 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: Blocks | Statement: [Theano, usedAsBackendFor, Blocks]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Blocks
Context triple: [Theano, usedAsBackendFor, Blocks]
  • A. Block Z
    Block Z was the specific spectator section in Brussels’ Heysel Stadium where the fatal crowd crush occurred during the 1985 European Cup final, making it central to the Heysel Stadium disaster.
  • B. H-blocks
    H-blocks were the distinctive H-shaped cell blocks within HM Prison Maze in Northern Ireland, notorious for housing paramilitary prisoners during the Troubles and for being the site of protests and hunger strikes.
  • C. Steps
    Steps is a British pop group known for their catchy dance-pop hits and choreographed performances, particularly popular in the late 1990s and early 2000s.
  • D. Block O
    Block O is the famously large and energetic student cheering section for Ohio State Buckeyes football games at Ohio Stadium.
  • E. Blok DM
    Blok DM is a Russian upper stage used primarily on Proton and Zenit launch vehicles to deliver payloads into high-energy orbits such as geostationary transfer and lunar trajectories.
  • 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: Blocks
Triple: [Theano, usedAsBackendFor, Blocks]
Generated description
Blocks is a Python deep learning framework built on top of Theano that provides modular, reusable components for constructing and training neural networks.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Blocks
Target entity description: Blocks is a Python deep learning framework built on top of Theano that provides modular, reusable components for constructing and training neural networks.
  • A. Block Z
    Block Z was the specific spectator section in Brussels’ Heysel Stadium where the fatal crowd crush occurred during the 1985 European Cup final, making it central to the Heysel Stadium disaster.
  • B. H-blocks
    H-blocks were the distinctive H-shaped cell blocks within HM Prison Maze in Northern Ireland, notorious for housing paramilitary prisoners during the Troubles and for being the site of protests and hunger strikes.
  • C. Steps
    Steps is a British pop group known for their catchy dance-pop hits and choreographed performances, particularly popular in the late 1990s and early 2000s.
  • D. Block O
    Block O is the famously large and energetic student cheering section for Ohio State Buckeyes football games at Ohio Stadium.
  • E. Blok DM
    Blok DM is a Russian upper stage used primarily on Proton and Zenit launch vehicles to deliver payloads into high-energy orbits such as geostationary transfer and lunar trajectories.
  • 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_69b3454f739481909ff6c28331f0c0b9 completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b35640269c8190a88fc6b59070561b completed March 13, 2026, 12:11 a.m.
NED1 Entity disambiguation (via context triple) batch_69b5e530428881908d125971263bd747 completed March 14, 2026, 10:46 p.m.
NEDg Description generation batch_69b5e629115881908436a81b5774ac24 completed March 14, 2026, 10:50 p.m.
NED2 Entity disambiguation (via description) batch_69b5e68c960c8190a946574120a50047 completed March 14, 2026, 10:51 p.m.
Created at: March 12, 2026, 11:19 p.m.