Triple

T8608691
Position Surface form Disambiguated ID Type / Status
Subject GTK E203866 entity
Predicate component P35 FINISHED
Object ATK
ATK (Accessibility Toolkit) is a GNOME library that provides a set of interfaces for making graphical user interfaces accessible to assistive technologies such as screen readers.
 E745751 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: ATK | Statement: [GTK, component, ATK]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: ATK
Context triple: [GTK, component, ATK]
  • A. ATK
    ATK is the stock ticker symbol for WS Atkins, a British multinational engineering and design consultancy firm.
  • B. ATK
    ATK was a Kolkata-based professional football club that became one of the most successful teams in the Indian Super League before merging with Mohun Bagan.
  • C. ATK
    ATK is the IATA airport code for Atqasuk Edward Burnell Sr. Memorial Airport serving the village of Atqasuk in Alaska, United States.
  • D. ATK Sporting
    ATK Sporting is a business unit specializing in sporting and outdoor products, particularly ammunition and shooting sports equipment, formerly operated under defense contractor Alliant Techsystems.
  • E. ATN
    ATN most likely refers to Augmented Transition Network, a type of finite state machine used in computational linguistics and natural language processing for parsing sentences.
  • 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: ATK
Triple: [GTK, component, ATK]
Generated description
ATK (Accessibility Toolkit) is a GNOME library that provides a set of interfaces for making graphical user interfaces accessible to assistive technologies such as screen readers.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: ATK
Target entity description: ATK (Accessibility Toolkit) is a GNOME library that provides a set of interfaces for making graphical user interfaces accessible to assistive technologies such as screen readers.
  • A. ATK
    ATK is the stock ticker symbol for WS Atkins, a British multinational engineering and design consultancy firm.
  • B. ATK
    ATK is the IATA airport code for Atqasuk Edward Burnell Sr. Memorial Airport serving the village of Atqasuk in Alaska, United States.
  • C. ATK
    ATK was a Kolkata-based professional football club that became one of the most successful teams in the Indian Super League before merging with Mohun Bagan.
  • D. ATK Sporting
    ATK Sporting is a business unit specializing in sporting and outdoor products, particularly ammunition and shooting sports equipment, formerly operated under defense contractor Alliant Techsystems.
  • E. ATN
    ATN most likely refers to Augmented Transition Network, a type of finite state machine used in computational linguistics and natural language processing for parsing sentences.
  • 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_69ca832c23e4819095a9f3eea4a21828 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cc46ed77588190a872d22d9d1f7429 completed March 31, 2026, 10:13 p.m.
NED1 Entity disambiguation (via context triple) batch_69cea90dd93081908140ac0ce23be820 completed April 2, 2026, 5:36 p.m.
NEDg Description generation batch_69ceaa2c34308190a3bc7717012fea9d completed April 2, 2026, 5:41 p.m.
NED2 Entity disambiguation (via description) batch_69ceaae76d188190932826c9fd9f7f5f completed April 2, 2026, 5:44 p.m.
Created at: March 30, 2026, 6:25 p.m.