Triple

T2092642
Position Surface form Disambiguated ID Type / Status
Subject Agile Software Development, Principles, Patterns, and Practices E32704 entity
Predicate alsoKnownAs P39 FINISHED
Object ASDPPP
ASDPPP is a comprehensive book by Robert C. Martin that explores agile software development through core principles, design patterns, and best practices for building maintainable code.
 E232904 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: ASDPPP | Statement: [Agile Software Development, Principles, Patterns, and Practices, alsoKnownAs, ASDPPP]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: ASDPPP
Context triple: [Agile Software Development, Principles, Patterns, and Practices, alsoKnownAs, ASDPPP]
  • A. ASDZ
    ASDZ is the station code used to identify Amsterdam Zuid railway station in the Netherlands.
  • B. ASD
    ASD is the Australian Signals Directorate, Australia’s national authority for signals intelligence, cyber security, and offensive cyber operations.
  • C. ASD
    ASD is the official railway station code used to identify Amsterdam Centraal station in the Netherlands.
  • D. DPPA
    DPPA is the United Nations department responsible for conflict prevention, peacemaking, and supporting political and peacebuilding efforts worldwide.
  • E. 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.
  • 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: ASDPPP
Triple: [Agile Software Development, Principles, Patterns, and Practices, alsoKnownAs, ASDPPP]
Generated description
ASDPPP is a comprehensive book by Robert C. Martin that explores agile software development through core principles, design patterns, and best practices for building maintainable code.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: ASDPPP
Target entity description: ASDPPP is a comprehensive book by Robert C. Martin that explores agile software development through core principles, design patterns, and best practices for building maintainable code.
  • A. ASDZ
    ASDZ is the station code used to identify Amsterdam Zuid railway station in the Netherlands.
  • B. ASD
    ASD is the Australian Signals Directorate, Australia’s national authority for signals intelligence, cyber security, and offensive cyber operations.
  • C. ASD
    ASD is the official railway station code used to identify Amsterdam Centraal station in the Netherlands.
  • D. DPPA
    DPPA is the United Nations department responsible for conflict prevention, peacemaking, and supporting political and peacebuilding efforts worldwide.
  • E. 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.
  • 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_69a885eba0708190999696a45cbec816 completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69abba774ca881909f83cf65ffeb24bb completed March 7, 2026, 5:41 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae2748f09c81908d471b02a185ec1e completed March 9, 2026, 1:50 a.m.
NEDg Description generation batch_69ae27e4a6f88190a6af44f2cc822f31 completed March 9, 2026, 1:52 a.m.
NED2 Entity disambiguation (via description) batch_69ae2876710c81909451744f48337998 completed March 9, 2026, 1:55 a.m.
Created at: March 4, 2026, 7:43 p.m.