Triple

T18221895
Position Surface form Disambiguated ID Type / Status
Subject S programming language E436326 entity
Predicate influencedBy P9 FINISHED
Object APL
APL is a high-level, array-oriented programming language known for its concise, symbolic notation and powerful operations on multidimensional data.
 E1312998 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: APL | Statement: [S programming language, influencedBy, APL]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: APL
Context triple: [S programming language, influencedBy, APL]
  • A. APL
    APL is a widely cited peer-reviewed scientific journal focusing on rapid publication of significant new research in applied physics.
  • B. APL
    APL is the governing body responsible for operating and commercialising Australia’s top-tier professional football (soccer) leagues, including the A-Leagues.
  • C. APL
    APL is the commonly used abbreviation for the Alliance Premier League, the former name of the top tier of English non-league football that later became the Football Conference and then the National League.
  • D. ALP
    ALP is the commonly used abbreviation for the Australian Labor Party, a major centre-left political party in Australia.
  • E. ALP
    ALP is the standard abbreviation for NATO Allied Land Publications, a series of doctrinal and procedural documents guiding land forces within the North Atlantic Treaty Organization.
  • 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: APL
Triple: [S programming language, influencedBy, APL]
Generated description
APL is a high-level, array-oriented programming language known for its concise, symbolic notation and powerful operations on multidimensional data.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: APL
Target entity description: APL is a high-level, array-oriented programming language known for its concise, symbolic notation and powerful operations on multidimensional data.
  • A. APL
    APL is a widely cited peer-reviewed scientific journal focusing on rapid publication of significant new research in applied physics.
  • B. APL
    APL is the governing body responsible for operating and commercialising Australia’s top-tier professional football (soccer) leagues, including the A-Leagues.
  • C. APL
    APL is the commonly used abbreviation for the Alliance Premier League, the former name of the top tier of English non-league football that later became the Football Conference and then the National League.
  • D. ALP
    ALP is the commonly used abbreviation for the Australian Labor Party, a major centre-left political party in Australia.
  • E. ALP
    ALP is the standard abbreviation for NATO Allied Land Publications, a series of doctrinal and procedural documents guiding land forces within the North Atlantic Treaty Organization.
  • 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_69d8b9103a8081908bbb0836fef10efd completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e4e47c85108190bd9707b40bdfdb38 completed April 19, 2026, 2:19 p.m.
NED1 Entity disambiguation (via context triple) batch_6a039f1da8948190811c2dc441b63866 completed May 12, 2026, 9:43 p.m.
NEDg Description generation batch_6a03a00195b08190b77a676bc44d1887 completed May 12, 2026, 9:47 p.m.
NED2 Entity disambiguation (via description) batch_6a03a0a4ef148190b6c69f72f019964a completed May 12, 2026, 9:50 p.m.
Created at: April 10, 2026, 10:32 a.m.