Triple

T7664958
Position Surface form Disambiguated ID Type / Status
Subject Erich Gamma E173602 entity
Predicate memberOf P10 FINISHED
Object Gang of Four
Gang of Four is the influential group of four software engineers who authored the seminal book "Design Patterns: Elements of Reusable Object-Oriented Software," which popularized design patterns in software engineering.
E679860 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: Gang of Four | Statement: [Erich Gamma, memberOf, Gang of Four]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Gang of Four
Context triple: [Erich Gamma, memberOf, Gang of Four]
  • A. Gang of Four
    The Gang of Four was a powerful political faction in China, led by Jiang Qing and three close allies, that played a key role in the Cultural Revolution and was later blamed for its excesses.
  • B. Gang of Four
    Gang of Four was the collective name given to the four senior Labour politicians who broke away to found the UK Social Democratic Party in 1981.
  • C. The Four (Glasgow Style group)
    The Four (Glasgow Style group) was a pioneering late-19th-century Glasgow-based artistic collective, including Charles Rennie Mackintosh, known for helping to define the distinctive Glasgow Style within the broader Art Nouveau movement.
  • D. Jesus Children of America
    "Jesus Children of America" is a socially conscious soul track by Stevie Wonder that addresses issues like drug addiction, religion, and inner-city struggles.
  • E. Fab Five
    Fab Five is the nickname for the early-1990s University of Michigan men’s basketball recruiting class—Chris Webber, Jalen Rose, Juwan Howard, Jimmy King, and Ray Jackson—known for their cultural impact on college basketball with their style, swagger, and success.
  • 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: Gang of Four
Triple: [Erich Gamma, memberOf, Gang of Four]
Generated description
Gang of Four is the influential group of four software engineers who authored the seminal book "Design Patterns: Elements of Reusable Object-Oriented Software," which popularized design patterns in software engineering.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Gang of Four
Target entity description: Gang of Four is the influential group of four software engineers who authored the seminal book "Design Patterns: Elements of Reusable Object-Oriented Software," which popularized design patterns in software engineering.
  • A. Gang of Four
    The Gang of Four was a powerful political faction in China, led by Jiang Qing and three close allies, that played a key role in the Cultural Revolution and was later blamed for its excesses.
  • B. Gang of Four
    Gang of Four was the collective name given to the four senior Labour politicians who broke away to found the UK Social Democratic Party in 1981.
  • C. The Four (Glasgow Style group)
    The Four (Glasgow Style group) was a pioneering late-19th-century Glasgow-based artistic collective, including Charles Rennie Mackintosh, known for helping to define the distinctive Glasgow Style within the broader Art Nouveau movement.
  • D. Jesus Children of America
    "Jesus Children of America" is a socially conscious soul track by Stevie Wonder that addresses issues like drug addiction, religion, and inner-city struggles.
  • E. Fab Five
    Fab Five is the nickname for the early-1990s University of Michigan men’s basketball recruiting class—Chris Webber, Jalen Rose, Juwan Howard, Jimmy King, and Ray Jackson—known for their cultural impact on college basketball with their style, swagger, and success.
  • 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_69c699562484819086752091e3164a27 completed March 27, 2026, 2:51 p.m.
NER Named-entity recognition batch_69c701bfb67c81908b416802eaf0faac completed March 27, 2026, 10:16 p.m.
NED1 Entity disambiguation (via context triple) batch_69c89b1fdccc8190a69b4745dc3b2347 completed March 29, 2026, 3:23 a.m.
NEDg Description generation batch_69c89d513af88190b453bf3bf1adcbfb completed March 29, 2026, 3:32 a.m.
NED2 Entity disambiguation (via description) batch_69c89ddd81a88190924d41529e94b06b completed March 29, 2026, 3:34 a.m.
Created at: March 27, 2026, 4 p.m.