Triple

T10827264
Position Surface form Disambiguated ID Type / Status
Subject Heroku E255524 entity
Predicate deploymentMethod P1486 FINISHED
Object Heroku CLI
Heroku CLI is a command-line tool that lets developers manage Heroku apps and services, including deploying code, scaling dynos, and inspecting logs directly from the terminal.
 E886837 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: Heroku CLI | Statement: [Heroku, deploymentMethod, Heroku CLI]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Heroku CLI
Context triple: [Heroku, deploymentMethod, Heroku CLI]
  • A. Heroku
    Heroku is a cloud platform as a service (PaaS) that enables developers to build, run, and scale applications without managing underlying infrastructure.
  • B. Firebase CLI
    Firebase CLI is a command-line tool that lets developers configure, manage, and deploy Firebase projects and services such as hosting, functions, and databases.
  • C. gcloud CLI
    gcloud CLI is Google Cloud’s primary command-line tool for managing and automating cloud resources and services from a terminal.
  • D. Symfony CLI
    Symfony CLI is a command-line tool that streamlines developing, running, and managing Symfony applications and related PHP projects.
  • E. Flutter CLI
    Flutter CLI is the command-line interface tool used to create, build, run, and manage Flutter applications across different platforms.
  • 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: Heroku CLI
Triple: [Heroku, deploymentMethod, Heroku CLI]
Generated description
Heroku CLI is a command-line tool that lets developers manage Heroku apps and services, including deploying code, scaling dynos, and inspecting logs directly from the terminal.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Heroku CLI
Target entity description: Heroku CLI is a command-line tool that lets developers manage Heroku apps and services, including deploying code, scaling dynos, and inspecting logs directly from the terminal.
  • A. Heroku
    Heroku is a cloud platform as a service (PaaS) that enables developers to build, run, and scale applications without managing underlying infrastructure.
  • B. Firebase CLI
    Firebase CLI is a command-line tool that lets developers configure, manage, and deploy Firebase projects and services such as hosting, functions, and databases.
  • C. gcloud CLI
    gcloud CLI is Google Cloud’s primary command-line tool for managing and automating cloud resources and services from a terminal.
  • D. Symfony CLI
    Symfony CLI is a command-line tool that streamlines developing, running, and managing Symfony applications and related PHP projects.
  • E. Flutter CLI
    Flutter CLI is the command-line interface tool used to create, build, run, and manage Flutter applications across different platforms.
  • 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_69d6aa8081448190a9324184f2bd1c26 completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d734d2b9f88190b79a7b168d7836c8 completed April 9, 2026, 5:10 a.m.
NED1 Entity disambiguation (via context triple) batch_69de8592d8f08190ac577395ad7cc557 completed April 14, 2026, 6:21 p.m.
NEDg Description generation batch_69de8956d9f081909d076c5e413c1f74 completed April 14, 2026, 6:37 p.m.
NED2 Entity disambiguation (via description) batch_69de8e80fe80819088ac76bb5abc58f0 completed April 14, 2026, 6:59 p.m.
Created at: April 8, 2026, 9:19 p.m.