Triple

T23155357
Position Surface form Disambiguated ID Type / Status
Subject Scaled Agile Framework E578421 entity
Predicate keyConcept P531 FINISHED
Object PI Planning
PI Planning is a large-scale, cadence-based planning event in the Scaled Agile Framework where Agile teams align on a shared vision, objectives, and dependencies for an upcoming Program Increment.
E1574277 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: PI Planning | Statement: [Scaled Agile Framework, keyConcept, PI Planning]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: PI Planning
Context triple: [Scaled Agile Framework, keyConcept, PI Planning]
  • A. PLAN
    PLAN (People's Liberation Army of Namibia) was the armed wing of the South West Africa People's Organization (SWAPO) that fought against South African rule during Namibia's struggle for independence.
  • B. Planning
    Planning is a UK-based media brand and publication focused on news, analysis, and insights for professionals in the planning and development sector.
  • C. Planig
    Planig is a district of the German town Bad Kreuznach, known for its residential character within the Rhineland-Palatinate region.
  • D. Plan N
    Plan N is a standardized Medicare Supplement (Medigap) insurance plan that helps cover many out-of-pocket costs not paid by Original Medicare, typically in exchange for lower premiums and some cost-sharing.
  • E. Plan of the Work
    "Plan of the Work" is the introductory and programmatic section of Francis Bacon’s *Instauratio Magna*, outlining his comprehensive vision for the renewal of the sciences.
  • 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: PI Planning
Triple: [Scaled Agile Framework, keyConcept, PI Planning]
Generated description
PI Planning is a large-scale, cadence-based planning event in the Scaled Agile Framework where Agile teams align on a shared vision, objectives, and dependencies for an upcoming Program Increment.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: PI Planning
Target entity description: PI Planning is a large-scale, cadence-based planning event in the Scaled Agile Framework where Agile teams align on a shared vision, objectives, and dependencies for an upcoming Program Increment.
  • A. PLAN
    PLAN (People's Liberation Army of Namibia) was the armed wing of the South West Africa People's Organization (SWAPO) that fought against South African rule during Namibia's struggle for independence.
  • B. Planning
    Planning is a UK-based media brand and publication focused on news, analysis, and insights for professionals in the planning and development sector.
  • C. Planig
    Planig is a district of the German town Bad Kreuznach, known for its residential character within the Rhineland-Palatinate region.
  • D. Plan N
    Plan N is a standardized Medicare Supplement (Medigap) insurance plan that helps cover many out-of-pocket costs not paid by Original Medicare, typically in exchange for lower premiums and some cost-sharing.
  • E. Plan of the Work
    "Plan of the Work" is the introductory and programmatic section of Francis Bacon’s *Instauratio Magna*, outlining his comprehensive vision for the renewal of the sciences.
  • 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.