Triple

T1531331
Position Surface form Disambiguated ID Type / Status
Subject Design Patterns: Elements of Reusable Object-Oriented Software E32448 entity
Predicate describesPattern P8151 FINISHED
Object Observer
Observer is a behavioral design pattern that defines a one-to-many dependency between objects so that when one object changes state, all its dependents are automatically notified and updated.
E173618 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: Observer | Statement: [Design Patterns: Elements of Reusable Object-Oriented Software, describesPattern, Observer]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Observer
Context triple: [Design Patterns: Elements of Reusable Object-Oriented Software, describesPattern, Observer]
  • A. Voyeur
    "Voyeur" is a 1981 synth-driven pop song by American singer Kim Carnes, known for its dark, edgy style and follow-up success to her hit "Bette Davis Eyes."
  • B. The New Observer
    The New Observer was the original name of the British newspaper that later became known as The Sunday Times.
  • C. Wanderer
    Wanderer is Sterling Hayden’s autobiographical memoir, renowned for its candid reflections on his Hollywood career, seafaring life, and political disillusionment.
  • D. Storyteller
    "Storyteller" is a seminal work of the Native American Renaissance that blends traditional Indigenous oral narratives with contemporary literary forms to explore Native identity and cultural continuity.
  • E. Beschermer
    Beschermer was a Dutch warship that served in the late 18th century and was captured by the British Royal Navy during the Battle of Camperdown in 1797.
  • 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: Observer
Triple: [Design Patterns: Elements of Reusable Object-Oriented Software, describesPattern, Observer]
Generated description
Observer is a behavioral design pattern that defines a one-to-many dependency between objects so that when one object changes state, all its dependents are automatically notified and updated.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Observer
Target entity description: Observer is a behavioral design pattern that defines a one-to-many dependency between objects so that when one object changes state, all its dependents are automatically notified and updated.
  • A. Voyeur
    "Voyeur" is a 1981 synth-driven pop song by American singer Kim Carnes, known for its dark, edgy style and follow-up success to her hit "Bette Davis Eyes."
  • B. The New Observer
    The New Observer was the original name of the British newspaper that later became known as The Sunday Times.
  • C. Wanderer
    Wanderer is Sterling Hayden’s autobiographical memoir, renowned for its candid reflections on his Hollywood career, seafaring life, and political disillusionment.
  • D. Storyteller
    "Storyteller" is a seminal work of the Native American Renaissance that blends traditional Indigenous oral narratives with contemporary literary forms to explore Native identity and cultural continuity.
  • E. Beschermer
    Beschermer was a Dutch warship that served in the late 18th century and was captured by the British Royal Navy during the Battle of Camperdown in 1797.
  • 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.