Triple

T1531315
Position Surface form Disambiguated ID Type / Status
Subject Design Patterns: Elements of Reusable Object-Oriented Software E32448 entity
Predicate describesPattern P8151 FINISHED
Object Abstract Factory
Abstract Factory is a creational design pattern that provides an interface for creating families of related or dependent objects without specifying their concrete classes.
 E173605 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: Abstract Factory | Statement: [Design Patterns: Elements of Reusable Object-Oriented Software, describesPattern, Abstract Factory]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Abstract Factory
Context triple: [Design Patterns: Elements of Reusable Object-Oriented Software, describesPattern, Abstract Factory]
  • A. Manufaktura complex
    The Manufaktura complex is a large cultural, commercial, and entertainment center in Łódź, Poland, created by revitalizing a historic 19th-century textile factory.
  • B. The Factory
    The Factory was Andy Warhol’s legendary New York City studio and avant-garde hub, famous for its experimental art, film, and celebrity-filled gatherings in the 1960s and 1970s.
  • C. Autoclass
    Autoclass is a power management feature in Ethernet networks that dynamically adjusts Power over Ethernet (PoE) allocation based on the actual power consumption of connected devices.
  • D. Sakr Factory for Developed Industries
    Sakr Factory for Developed Industries is an Egyptian defense and industrial manufacturing facility operating under the Arab Organization for Industrialization, producing military equipment and related advanced industrial products.
  • E. Fields, Factories and Workshops
    Fields, Factories and Workshops is a seminal 1899 work by anarchist theorist Peter Kropotkin that advocates decentralized, cooperative production integrating agriculture and industry as an alternative to capitalist and state-controlled economies.
  • 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: Abstract Factory
Triple: [Design Patterns: Elements of Reusable Object-Oriented Software, describesPattern, Abstract Factory]
Generated description
Abstract Factory is a creational design pattern that provides an interface for creating families of related or dependent objects without specifying their concrete classes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Abstract Factory
Target entity description: Abstract Factory is a creational design pattern that provides an interface for creating families of related or dependent objects without specifying their concrete classes.
  • A. Manufaktura complex
    The Manufaktura complex is a large cultural, commercial, and entertainment center in Łódź, Poland, created by revitalizing a historic 19th-century textile factory.
  • B. The Factory
    The Factory was Andy Warhol’s legendary New York City studio and avant-garde hub, famous for its experimental art, film, and celebrity-filled gatherings in the 1960s and 1970s.
  • C. Autoclass
    Autoclass is a power management feature in Ethernet networks that dynamically adjusts Power over Ethernet (PoE) allocation based on the actual power consumption of connected devices.
  • D. Sakr Factory for Developed Industries
    Sakr Factory for Developed Industries is an Egyptian defense and industrial manufacturing facility operating under the Arab Organization for Industrialization, producing military equipment and related advanced industrial products.
  • E. Fields, Factories and Workshops
    Fields, Factories and Workshops is a seminal 1899 work by anarchist theorist Peter Kropotkin that advocates decentralized, cooperative production integrating agriculture and industry as an alternative to capitalist and state-controlled economies.
  • 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.