Triple

T9003878
Position Surface form Disambiguated ID Type / Status
Subject Shortcuts E215096 entity
Predicate formerName P65 FINISHED
Object Workflow
Workflow was a popular iOS automation app that allowed users to create custom workflows for tasks, later acquired by Apple and rebranded as Shortcuts.
 E771061 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: Workflow | Statement: [Shortcuts, formerName, Workflow]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Workflow
Context triple: [Shortcuts, formerName, Workflow]
  • A. Workflow Builder
    Workflow Builder is Slack’s no-code tool that lets users automate routine tasks and create custom workflows directly within their Slack workspace.
  • B. Process
    Process is a Symfony component that provides an object-oriented API for executing and managing system processes in PHP applications.
  • C. 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.
  • D. Flow Chart
    Flow Chart is a long, book-length poem by John Ashbery that exemplifies his dense, associative, and experimental style.
  • E. Works Progress Administration
    The Works Progress Administration was a New Deal agency that provided millions of jobs during the Great Depression by funding public works and arts projects across the United States.
  • 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: Workflow
Triple: [Shortcuts, formerName, Workflow]
Generated description
Workflow was a popular iOS automation app that allowed users to create custom workflows for tasks, later acquired by Apple and rebranded as Shortcuts.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Workflow
Target entity description: Workflow was a popular iOS automation app that allowed users to create custom workflows for tasks, later acquired by Apple and rebranded as Shortcuts.
  • A. Workflow Builder
    Workflow Builder is Slack’s no-code tool that lets users automate routine tasks and create custom workflows directly within their Slack workspace.
  • B. Process
    Process is a Symfony component that provides an object-oriented API for executing and managing system processes in PHP applications.
  • C. 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.
  • D. Flow Chart
    Flow Chart is a long, book-length poem by John Ashbery that exemplifies his dense, associative, and experimental style.
  • E. Works Progress Administration
    The Works Progress Administration was a New Deal agency that provided millions of jobs during the Great Depression by funding public works and arts projects across the United States.
  • 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_69ca83a12d648190b1e4fe11e8a31890 completed March 30, 2026, 2:07 p.m.
NER Named-entity recognition batch_69cc6959497c8190a748c78504dd2eb6 completed April 1, 2026, 12:39 a.m.
NED1 Entity disambiguation (via context triple) batch_69cfd0e0a28c81909b6d2c6cd80e24d4 completed April 3, 2026, 2:38 p.m.
NEDg Description generation batch_69cfd1bffe6881908c42b83ad7c7f0ef completed April 3, 2026, 2:42 p.m.
NED2 Entity disambiguation (via description) batch_69cfd233dda0819094bd5e69d091f1a7 completed April 3, 2026, 2:44 p.m.
Created at: March 30, 2026, 7:05 p.m.