Triple
T13526570
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Six Sigma |
E323028
|
entity |
| Predicate | hasMethodology |
P1717
|
FINISHED |
| Object |
DMAIC
DMAIC is a structured, data-driven problem-solving and process improvement methodology commonly used within Six Sigma initiatives.
|
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: DMAIC | Statement: [Six Sigma, hasMethodology, DMAIC]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: DMAIC Context triple: [Six Sigma, hasMethodology, DMAIC]
-
A.
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.
-
B.
DFSS
DFSS is a Chicago city agency that provides social services and support programs to children, youth, families, seniors, and vulnerable residents.
-
C.
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.
-
D.
Check. Change. Control.
Check. Change. Control. is an American Heart Association initiative designed to help individuals monitor and manage their blood pressure through education, tracking, and lifestyle support.
-
E.
QC
QC is the common abbreviation for Queen's College, one of Hong Kong's oldest and most prestigious secondary schools.
- 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: DMAIC Triple: [Six Sigma, hasMethodology, DMAIC]
Generated description
DMAIC is a structured, data-driven problem-solving and process improvement methodology commonly used within Six Sigma initiatives.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: DMAIC Target entity description: DMAIC is a structured, data-driven problem-solving and process improvement methodology commonly used within Six Sigma initiatives.
-
A.
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.
-
B.
DFSS
DFSS is a Chicago city agency that provides social services and support programs to children, youth, families, seniors, and vulnerable residents.
-
C.
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.
-
D.
Check. Change. Control.
Check. Change. Control. is an American Heart Association initiative designed to help individuals monitor and manage their blood pressure through education, tracking, and lifestyle support.
-
E.
QC
QC is the common abbreviation for Queen's College, one of Hong Kong's oldest and most prestigious secondary schools.
- 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.