Triple

T1531694
Position Surface form Disambiguated ID Type / Status
Subject Domain-Driven Design: Tackling Complexity in the Heart of Software E32456 entity
Predicate shortName P43 FINISHED
Object DDD (book)
DDD (book) refers to "Domain-Driven Design: Tackling Complexity in the Heart of Software," a foundational software engineering book by Eric Evans that introduced and popularized the domain-driven design approach.
E173639 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: DDD (book) | Statement: [Domain-Driven Design: Tackling Complexity in the Heart of Software, shortName, DDD (book)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: DDD (book)
Context triple: [Domain-Driven Design: Tackling Complexity in the Heart of Software, shortName, DDD (book)]
  • A. The Dial
    The Dial was a 19th-century American literary and philosophical magazine that served as the chief periodical voice of the Transcendentalist movement, publishing works by figures like Ralph Waldo Emerson and Henry David Thoreau.
  • B. DDF
    DDF is the commonly used abbreviation for the Dicastery for the Doctrine of the Faith, the Vatican department responsible for promoting and safeguarding Catholic doctrine.
  • C. The D
    "The D" is a popular nickname for Detroit, a major U.S. city known for its automotive industry, musical heritage, and role in American industrial history.
  • D. DPP
    DPP (Device Provisioning Protocol) is a Wi‑Fi Alliance standard that simplifies and secures the process of adding new devices to a Wi‑Fi network without requiring traditional passwords.
  • E. DDC
    DDC is a widely used library classification system that organizes books and other materials into numbered subject categories for easy retrieval.
  • 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: DDD (book)
Triple: [Domain-Driven Design: Tackling Complexity in the Heart of Software, shortName, DDD (book)]
Generated description
DDD (book) refers to "Domain-Driven Design: Tackling Complexity in the Heart of Software," a foundational software engineering book by Eric Evans that introduced and popularized the domain-driven design approach.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: DDD (book)
Target entity description: DDD (book) refers to "Domain-Driven Design: Tackling Complexity in the Heart of Software," a foundational software engineering book by Eric Evans that introduced and popularized the domain-driven design approach.
  • A. The Dial
    The Dial was a 19th-century American literary and philosophical magazine that served as the chief periodical voice of the Transcendentalist movement, publishing works by figures like Ralph Waldo Emerson and Henry David Thoreau.
  • B. DDF
    DDF is the commonly used abbreviation for the Dicastery for the Doctrine of the Faith, the Vatican department responsible for promoting and safeguarding Catholic doctrine.
  • C. The D
    "The D" is a popular nickname for Detroit, a major U.S. city known for its automotive industry, musical heritage, and role in American industrial history.
  • D. DPP
    DPP (Device Provisioning Protocol) is a Wi‑Fi Alliance standard that simplifies and secures the process of adding new devices to a Wi‑Fi network without requiring traditional passwords.
  • E. DDC
    DDC is a widely used library classification system that organizes books and other materials into numbered subject categories for easy retrieval.
  • 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_69a90816b5e88190aa92a8558e35744b completed March 5, 2026, 4:35 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.