Triple

T868127
Position Surface form Disambiguated ID Type / Status
Subject ISO 14001 E18751 entity
Predicate basedOn P98 FINISHED
Object 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.
 E100883 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: Plan-Do-Check-Act cycle | Statement: [ISO 14001, basedOn, Plan-Do-Check-Act cycle]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Plan-Do-Check-Act cycle
Context triple: [ISO 14001, basedOn, Plan-Do-Check-Act cycle]
  • A. The Process
    The Process refers to the Philadelphia 76ers’ long-term rebuilding strategy in the mid-2010s, characterized by deliberate losing to accumulate draft picks and young talent under then–general manager Sam Hinkie.
  • B. Cyber-Planner
    The Cyber-Planner is a central controlling intelligence of the Cybermen in Doctor Who, responsible for coordinating their actions and strategic decisions.
  • C. C.A.F.E. Practices
    C.A.F.E. Practices is Starbucks’ coffee sourcing program that sets social, environmental, and economic standards to promote ethical and sustainable coffee production.
  • D. ECRS
    ECRS is an alternative name for CAPTOR-E, an advanced active electronically scanned array (AESA) radar system used in modern fighter aircraft.
  • E. Phases and Stages
    Phases and Stages is a 1974 concept album by country singer-songwriter Willie Nelson that explores the emotional arc of a divorce from both the husband’s and wife’s perspectives.
  • 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: Plan-Do-Check-Act cycle
Triple: [ISO 14001, basedOn, Plan-Do-Check-Act cycle]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Plan-Do-Check-Act cycle
Target entity description: 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.
  • A. The Process
    The Process refers to the Philadelphia 76ers’ long-term rebuilding strategy in the mid-2010s, characterized by deliberate losing to accumulate draft picks and young talent under then–general manager Sam Hinkie.
  • B. Cyber-Planner
    The Cyber-Planner is a central controlling intelligence of the Cybermen in Doctor Who, responsible for coordinating their actions and strategic decisions.
  • C. C.A.F.E. Practices
    C.A.F.E. Practices is Starbucks’ coffee sourcing program that sets social, environmental, and economic standards to promote ethical and sustainable coffee production.
  • D. ECRS
    ECRS is an alternative name for CAPTOR-E, an advanced active electronically scanned array (AESA) radar system used in modern fighter aircraft.
  • E. Phases and Stages
    Phases and Stages is a 1974 concept album by country singer-songwriter Willie Nelson that explores the emotional arc of a divorce from both the husband’s and wife’s perspectives.
  • 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_69a4938ce8688190a24bdfef82ba7d21 completed March 1, 2026, 7:29 p.m.
NER Named-entity recognition batch_69a4ac7f98908190883f71049092c7c8 completed March 1, 2026, 9:15 p.m.
NED1 Entity disambiguation (via context triple) batch_69a7a3c9e7ec819081d58634fe0efdcb completed March 4, 2026, 3:15 a.m.
NEDg Description generation batch_69a7a44c2d5881909d006ddf9f9ed694 completed March 4, 2026, 3:17 a.m.
NED2 Entity disambiguation (via description) batch_69a7a4a811bc819093bd436de45afa97 completed March 4, 2026, 3:19 a.m.
Created at: March 1, 2026, 7:39 p.m.