Triple

T1531323
Position Surface form Disambiguated ID Type / Status
Subject Design Patterns: Elements of Reusable Object-Oriented Software E32448 entity
Predicate describesPattern P8151 FINISHED
Object Flyweight
Flyweight is a structural design pattern that minimizes memory usage by sharing common, immutable state among many fine-grained objects.
 E173613 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: Flyweight | Statement: [Design Patterns: Elements of Reusable Object-Oriented Software, describesPattern, Flyweight]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Flyweight
Context triple: [Design Patterns: Elements of Reusable Object-Oriented Software, describesPattern, Flyweight]
  • A. Flex
    Flex is an open-source software development framework originally created by Macromedia for building rich internet applications that run in the Adobe Flash Player.
  • B. Fink
    Fink is an open-source package management system that brings a wide range of Unix and open-source software to macOS by compiling and distributing it in a convenient, Debian-like format.
  • C. Fink
    Fink is a British singer-songwriter and producer known for his atmospheric blend of folk, blues, and electronic music.
  • D. Fuhse
    Fuhse is a river in Lower Saxony, Germany, that flows through several towns before joining the Aller River.
  • E. Acrobat
    "Acrobat" is a song by the Irish rock band U2 from their 1991 album *Achtung Baby*, known for its dark, introspective lyrics and atmospheric guitar work.
  • 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: Flyweight
Triple: [Design Patterns: Elements of Reusable Object-Oriented Software, describesPattern, Flyweight]
Generated description
Flyweight is a structural design pattern that minimizes memory usage by sharing common, immutable state among many fine-grained objects.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Flyweight
Target entity description: Flyweight is a structural design pattern that minimizes memory usage by sharing common, immutable state among many fine-grained objects.
  • A. Flex
    Flex is an open-source software development framework originally created by Macromedia for building rich internet applications that run in the Adobe Flash Player.
  • B. Fink
    Fink is an open-source package management system that brings a wide range of Unix and open-source software to macOS by compiling and distributing it in a convenient, Debian-like format.
  • C. Fink
    Fink is a British singer-songwriter and producer known for his atmospheric blend of folk, blues, and electronic music.
  • D. Fuhse
    Fuhse is a river in Lower Saxony, Germany, that flows through several towns before joining the Aller River.
  • E. Acrobat
    "Acrobat" is a song by the Irish rock band U2 from their 1991 album *Achtung Baby*, known for its dark, introspective lyrics and atmospheric guitar work.
  • 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_69a885ea86308190998f6bc14bb91f8e completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69aa61dc6ab881908b22aa7a5295bf21 completed March 6, 2026, 5:10 a.m.
NED1 Entity disambiguation (via context triple) batch_69ad2957e6e4819087504a16bc32d60b completed March 8, 2026, 7:46 a.m.
NEDg Description generation batch_69ad2a18a79c81908f04ba9aa55d52a0 completed March 8, 2026, 7:49 a.m.
NED2 Entity disambiguation (via description) batch_69ad2a8deae8819095731fdd1b4bd310 completed March 8, 2026, 7:51 a.m.
Created at: March 4, 2026, 7:26 p.m.