Triple

T15800002
Position Surface form Disambiguated ID Type / Status
Subject Apprenticeship Patterns E383072 entity
Predicate hasPart P35 FINISHED
Object pattern "Reflect as You Work"
"Reflect as You Work" is an apprenticeship pattern that encourages developers to deliberately pause and analyze their ongoing experiences in order to learn continuously and improve their craft.
E383073 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: pattern "Reflect as You Work" | Statement: [Apprenticeship Patterns, hasPart, pattern "Reflect as You Work"]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: pattern "Reflect as You Work"
Context triple: [Apprenticeship Patterns, hasPart, pattern "Reflect as You Work"]
  • A. "Apprenticeship Patterns"
    "Apprenticeship Patterns" is a software craftsmanship book that offers practical guidance and patterns for developers to grow their skills through apprenticeship-style learning and deliberate practice.
  • B. the pattern that connects
    "The pattern that connects" is Gregory Bateson's central philosophical idea describing the underlying relationships and systemic interdependencies that give coherence and meaning to living systems, minds, and nature.
  • C. Split with Reflector
    "Split with Reflector" is a collaborative split release featuring music by the American indie rock band The Casket Lottery and the band Reflector.
  • D. Patterns
    Patterns is a 1956 American drama film, written by Rod Serling, that explores ruthless corporate power struggles and features a notable performance by Everett Sloane.
  • E. Pattern Hatching: Design Patterns Applied
    Pattern Hatching: Design Patterns Applied is a follow-up book to the original Design Patterns that offers practical insights, case studies, and reflections on applying object-oriented design patterns in real-world software development.
  • 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: pattern "Reflect as You Work"
Triple: [Apprenticeship Patterns, hasPart, pattern "Reflect as You Work"]
Generated description
"Reflect as You Work" is an apprenticeship pattern that encourages developers to deliberately pause and analyze their ongoing experiences in order to learn continuously and improve their craft.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: pattern "Reflect as You Work"
Target entity description: "Reflect as You Work" is an apprenticeship pattern that encourages developers to deliberately pause and analyze their ongoing experiences in order to learn continuously and improve their craft.
  • A. "Apprenticeship Patterns" chosen
    "Apprenticeship Patterns" is a software craftsmanship book that offers practical guidance and patterns for developers to grow their skills through apprenticeship-style learning and deliberate practice.
  • B. the pattern that connects
    "The pattern that connects" is Gregory Bateson's central philosophical idea describing the underlying relationships and systemic interdependencies that give coherence and meaning to living systems, minds, and nature.
  • C. Split with Reflector
    "Split with Reflector" is a collaborative split release featuring music by the American indie rock band The Casket Lottery and the band Reflector.
  • D. Patterns
    Patterns is a 1956 American drama film, written by Rod Serling, that explores ruthless corporate power struggles and features a notable performance by Everett Sloane.
  • E. Pattern Hatching: Design Patterns Applied
    Pattern Hatching: Design Patterns Applied is a follow-up book to the original Design Patterns that offers practical insights, case studies, and reflections on applying object-oriented design patterns in real-world software development.
  • F. None of above.

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_69d86da16e188190b89af699f1ed0bfe completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e0b4e135b08190b736e77bac5e2bff completed April 16, 2026, 10:07 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff90b2fd148190b3819d7c41505d52 completed May 9, 2026, 7:53 p.m.
NEDg Description generation batch_69ff935867d08190955c2d665a761a5e completed May 9, 2026, 8:04 p.m.
NED2 Entity disambiguation (via description) batch_69ff93fc19048190981d8e44ee5222f7 completed May 9, 2026, 8:07 p.m.
Created at: April 10, 2026, 4:48 a.m.