Triple

T13526571
Position Surface form Disambiguated ID Type / Status
Subject Six Sigma E323028 entity
Predicate hasMethodology P1717 FINISHED
Object DMADV
DMADV is a Six Sigma methodology focused on designing or redesigning processes or products to meet customer needs and achieve high quality from the outset.
 E323028 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: DMADV | Statement: [Six Sigma, hasMethodology, DMADV]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: DMADV
Context triple: [Six Sigma, hasMethodology, DMADV]
  • A. DFSS
    DFSS is a Chicago city agency that provides social services and support programs to children, youth, families, seniors, and vulnerable residents.
  • B. Six Sigma
    Six Sigma is a data-driven methodology and set of tools for process improvement that aims to reduce defects and variability in manufacturing and business operations.
  • C. DDM
    DDM was the ISO 4217 currency code for the East German mark, the official currency of the former German Democratic Republic.
  • D. DMN
    DMN (Decision Model and Notation) is a standardized modeling language created by the Object Management Group for specifying and visualizing business decision logic in a clear, executable form.
  • E. Plan-Do-Check-Act cycle
    The Plan-Do-Check-Act cycle is a continuous quality and environmental management improvement framework that guides organizations through planning, implementing, reviewing, and refining their processes.
  • 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: DMADV
Triple: [Six Sigma, hasMethodology, DMADV]
Generated description
DMADV is a Six Sigma methodology focused on designing or redesigning processes or products to meet customer needs and achieve high quality from the outset.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: DMADV
Target entity description: DMADV is a Six Sigma methodology focused on designing or redesigning processes or products to meet customer needs and achieve high quality from the outset.
  • A. DFSS
    DFSS is a Chicago city agency that provides social services and support programs to children, youth, families, seniors, and vulnerable residents.
  • B. Six Sigma chosen
    Six Sigma is a data-driven methodology and set of tools for process improvement that aims to reduce defects and variability in manufacturing and business operations.
  • C. DDM
    DDM was the ISO 4217 currency code for the East German mark, the official currency of the former German Democratic Republic.
  • D. DMN
    DMN (Decision Model and Notation) is a standardized modeling language created by the Object Management Group for specifying and visualizing business decision logic in a clear, executable form.
  • E. Plan-Do-Check-Act cycle
    The Plan-Do-Check-Act cycle is a continuous quality and environmental management improvement framework that guides organizations through planning, implementing, reviewing, and refining their processes.
  • F. None of above.

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_69d80766a21881909f21a1b7421d3b8a completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69dbafb8e0cc8190b47f6aeb8ced470e completed April 12, 2026, 2:44 p.m.
NED1 Entity disambiguation (via context triple) batch_69f7549dda6481908e9305690488b1af completed May 3, 2026, 1:58 p.m.
NEDg Description generation batch_69f7555173d08190be887e81c148192e completed May 3, 2026, 2:01 p.m.
NED2 Entity disambiguation (via description) batch_69f75675df788190b4aa562fe0bc1d75 completed May 3, 2026, 2:06 p.m.
Created at: April 9, 2026, 9:44 p.m.