Triple

T2716627
Position Surface form Disambiguated ID Type / Status
Subject GDB E59979 entity
Predicate hasFrontend P41811 FINISHED
Object DDD
DDD is a graphical front-end interface for the GNU Debugger (GDB) that provides a visual environment for debugging programs.
E292732 NE FINISHED

How this triple was built (5 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 | Statement: [GDB, hasFrontend, DDD]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: DDD
Context triple: [GDB, hasFrontend, DDD]
  • A. DD
    DD is the official vehicle registration code assigned to the Indian union territory of Dadra and Nagar Haveli and Daman and Diu.
  • B. DD
    DD is the stock ticker symbol for DuPont, a major American chemicals and materials company known for innovations such as nylon, Kevlar, and Teflon.
  • C. DD
    DD is the vehicle registration code used on license plates for the German city of Dresden.
  • D. 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.
  • E. DDM
    DDM was the ISO 4217 currency code for the East German mark, the official currency of the former German Democratic Republic.
  • 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
Triple: [GDB, hasFrontend, DDD]
Generated description
DDD is a graphical front-end interface for the GNU Debugger (GDB) that provides a visual environment for debugging programs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: DDD
Target entity description: DDD is a graphical front-end interface for the GNU Debugger (GDB) that provides a visual environment for debugging programs.
  • A. DD
    DD is the official vehicle registration code assigned to the Indian union territory of Dadra and Nagar Haveli and Daman and Diu.
  • B. DD
    DD is the stock ticker symbol for DuPont, a major American chemicals and materials company known for innovations such as nylon, Kevlar, and Teflon.
  • C. DD
    DD is the vehicle registration code used on license plates for the German city of Dresden.
  • D. 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.
  • E. DDM
    DDM was the ISO 4217 currency code for the East German mark, the official currency of the former German Democratic Republic.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasFrontend
Context triple: [GDB, hasFrontend, DDD]
  • A. hasFront
    Indicates that an entity possesses or is associated with a front-facing side, surface, or portion.
  • B. hasFrontColumns
    Indicates that one entity possesses or features columns located at its front side.
  • C. operatedOnFront
    Indicates that an action or operation was performed specifically on the front side or front-facing part of an entity.
  • D. hasFrontDesk
    Indicates that one entity provides or is equipped with a front desk service or reception area for another entity.
  • E. usedOnFront
    Indicates that something is applied, displayed, or positioned on the front side or front-facing part of another object or entity.
  • F. None of above. chosen

Provenance (7 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_69ab4ac92a088190bc74bca14038e3de completed March 6, 2026, 9:44 p.m.
NER Named-entity recognition batch_69abda964d4881908179b2a1b16411e4 completed March 7, 2026, 7:58 a.m.
NED1 Entity disambiguation (via context triple) batch_69afb68c3ccc81909995d17651af27ed completed March 10, 2026, 6:13 a.m.
NEDg Description generation batch_69afb77f60c08190928bd6a79fc82e8b completed March 10, 2026, 6:17 a.m.
NED2 Entity disambiguation (via description) batch_69afb8205840819084ede24192bb0aa3 completed March 10, 2026, 6:20 a.m.
PD Predicate disambiguation batch_69abd8240920819087a812d816a55edb completed March 7, 2026, 7:47 a.m.
PDg Predicate description generation batch_69abd949c120819099a9d56eb71a0339 completed March 7, 2026, 7:52 a.m.
Created at: March 6, 2026, 9:55 p.m.