Triple

T9529202
Position Surface form Disambiguated ID Type / Status
Subject No Silver Bullet: Essence and Accidents of Software Engineering E229841 entity
Predicate expandedAs P71712 FINISHED
Object No Silver Bullet—Refired E229841 NE FINISHED

How this triple was built (2 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: No Silver Bullet—Refired | Statement: [No Silver Bullet: Essence and Accidents of Software Engineering, expandedAs, No Silver Bullet—Refired]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: No Silver Bullet—Refired
Context triple: [No Silver Bullet: Essence and Accidents of Software Engineering, expandedAs, No Silver Bullet—Refired]
  • A. No Silver Bullet: Essence and Accidents of Software Engineering chosen
    "No Silver Bullet: Essence and Accidents of Software Engineering" is a seminal essay arguing that no single technology or practice will yield dramatic, order-of-magnitude improvements in software productivity, reliability, or simplicity.
  • B. The Mythical Man-Month
    The Mythical Man-Month is a classic software engineering book by Fred Brooks that explores the challenges of large-scale software projects and famously argues that adding manpower to a late project makes it later.
  • C. The Cathedral and the Bazaar
    The Cathedral and the Bazaar is a highly influential essay and book on open-source software development that contrasts centralized, top-down programming models with decentralized, collaborative approaches.
  • D. Essence: The Software Engineering Method
    "Essence: The Software Engineering Method" is a framework introduced by Ivar Jacobson that defines a common, lightweight kernel and language for describing and improving software engineering practices.
  • E. Towards a New Architecture
    Towards a New Architecture is a seminal 1923 architectural treatise by Le Corbusier that advocates for modernist design principles grounded in industrialization, functionalism, and new construction technologies.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69ca8479934c81908006d0e6e970ae05 completed March 30, 2026, 2:11 p.m.
NER Named-entity recognition batch_69cd98b1b93481909812245ac14e4988 completed April 1, 2026, 10:14 p.m.
NED1 Entity disambiguation (via context triple) batch_69d14c30c6008190b2eff99d74f18070 completed April 4, 2026, 5:36 p.m.
Created at: March 30, 2026, 8 p.m.