Triple

T23155356
Position Surface form Disambiguated ID Type / Status
Subject Scaled Agile Framework E578421 entity
Predicate keyConcept P531 FINISHED
Object Inspect and Adapt
Inspect and Adapt is a recurring, structured workshop in the Scaled Agile Framework where teams and stakeholders review solution performance, identify systemic problems, and define improvement actions to enhance value delivery.
E1574276 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: Inspect and Adapt | Statement: [Scaled Agile Framework, keyConcept, Inspect and Adapt]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Inspect and Adapt
Context triple: [Scaled Agile Framework, keyConcept, Inspect and Adapt]
  • A. Adaptive Thinking
    "Adaptive Thinking" is a book by psychologist Gerd Gigerenzer that explores how humans use simple heuristics and bounded rationality to make effective decisions in complex, uncertain environments.
  • B. Attitude Adjustment
    Attitude Adjustment is John Cena’s iconic professional wrestling finishing move, known for lifting an opponent onto his shoulders before driving them down to the mat.
  • C. Adjustment
    Adjustment is a Major Arcana card in the Thoth Tarot deck associated with balance, justice, and the precise alignment of cause and effect.
  • D. Reviewing the Situation
    "Reviewing the Situation" is a comic solo song performed by the character Fagin in the musical *Oliver!*, in which he humorously contemplates his criminal lifestyle and possible retirement.
  • E. Adaptation Framework
    The Adaptation Framework is an international policy framework under the UN climate regime that guides and coordinates global efforts to adapt to the impacts of climate change, particularly in vulnerable developing countries.
  • 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: Inspect and Adapt
Triple: [Scaled Agile Framework, keyConcept, Inspect and Adapt]
Generated description
Inspect and Adapt is a recurring, structured workshop in the Scaled Agile Framework where teams and stakeholders review solution performance, identify systemic problems, and define improvement actions to enhance value delivery.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Inspect and Adapt
Target entity description: Inspect and Adapt is a recurring, structured workshop in the Scaled Agile Framework where teams and stakeholders review solution performance, identify systemic problems, and define improvement actions to enhance value delivery.
  • A. Adaptive Thinking
    "Adaptive Thinking" is a book by psychologist Gerd Gigerenzer that explores how humans use simple heuristics and bounded rationality to make effective decisions in complex, uncertain environments.
  • B. Attitude Adjustment
    Attitude Adjustment is John Cena’s iconic professional wrestling finishing move, known for lifting an opponent onto his shoulders before driving them down to the mat.
  • C. Adjustment
    Adjustment is a Major Arcana card in the Thoth Tarot deck associated with balance, justice, and the precise alignment of cause and effect.
  • D. Reviewing the Situation
    "Reviewing the Situation" is a comic solo song performed by the character Fagin in the musical *Oliver!*, in which he humorously contemplates his criminal lifestyle and possible retirement.
  • E. Adaptation Framework
    The Adaptation Framework is an international policy framework under the UN climate regime that guides and coordinates global efforts to adapt to the impacts of climate change, particularly in vulnerable developing countries.
  • 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_69e245fb8de081908f0eba7b5fd75bc4 completed April 17, 2026, 2:38 p.m.
NER Named-entity recognition batch_69f18efca1f081908ff1c34ba25f40c3 completed April 29, 2026, 4:54 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c309c3da48190b07c64b10fda58ff completed May 19, 2026, 9:42 a.m.
NEDg Description generation batch_6a0c31dd458c8190b8e98870dd5e19c5 completed May 19, 2026, 9:48 a.m.
NED2 Entity disambiguation (via description) batch_6a0c325f5c248190b35e2c88b384ac31 completed May 19, 2026, 9:50 a.m.
Created at: April 17, 2026, 4:01 p.m.