Triple

T4161218
Position Surface form Disambiguated ID Type / Status
Subject At Action Park E91537 entity
Predicate followedBy P78 FINISHED
Object Terraform
Terraform is an infrastructure-as-code tool that lets users define, provision, and manage cloud and on-premises resources using declarative configuration files.
 E293757 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: Terraform | Statement: [At Action Park, followedBy, Terraform]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Terraform
Context triple: [At Action Park, followedBy, Terraform]
  • A. Anthos
    Anthos is Google Cloud’s hybrid and multi-cloud application platform that enables consistent deployment and management of containerized applications across on-premises and multiple cloud environments.
  • B. Toesca
    Toesca is an Italian-origin surname best known through Joaquín Toesca, an 18th-century architect influential in colonial Chilean architecture.
  • C. Argo CD
    Argo CD is a declarative, GitOps-based continuous delivery tool that automates application deployment and lifecycle management on Kubernetes clusters.
  • D. Ansible
    Ansible is a long-running, humor-infused science fiction fanzine created and edited by David Langford, renowned for its commentary on the SF community and multiple Hugo Awards.
  • E. AWS CloudFormation
    AWS CloudFormation is an infrastructure-as-code service that lets users model, provision, and manage AWS and third-party resources using declarative templates.
  • 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: Terraform
Triple: [At Action Park, followedBy, Terraform]
Generated description
Terraform is an infrastructure-as-code tool that lets users define, provision, and manage cloud and on-premises resources using declarative configuration files.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Terraform
Target entity description: Terraform is an infrastructure-as-code tool that lets users define, provision, and manage cloud and on-premises resources using declarative configuration files.
  • A. Anthos
    Anthos is Google Cloud’s hybrid and multi-cloud application platform that enables consistent deployment and management of containerized applications across on-premises and multiple cloud environments.
  • B. Toesca
    Toesca is an Italian-origin surname best known through Joaquín Toesca, an 18th-century architect influential in colonial Chilean architecture.
  • C. Argo CD
    Argo CD is a declarative, GitOps-based continuous delivery tool that automates application deployment and lifecycle management on Kubernetes clusters.
  • D. Ansible
    Ansible is a long-running, humor-infused science fiction fanzine created and edited by David Langford, renowned for its commentary on the SF community and multiple Hugo Awards.
  • E. AWS CloudFormation chosen
    AWS CloudFormation is an infrastructure-as-code service that lets users model, provision, and manage AWS and third-party resources using declarative templates.
  • F. None of above.

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_69aed9626ebc8190a39de631788bea3e completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69af02a6b5f48190bdabf988d23f6e97 completed March 9, 2026, 5:25 p.m.
NED1 Entity disambiguation (via context triple) batch_69b57f42f2cc8190ae10ea12273c930a completed March 14, 2026, 3:31 p.m.
NEDg Description generation batch_69b5800a12e48190b184373464930b1e completed March 14, 2026, 3:34 p.m.
NED2 Entity disambiguation (via description) batch_69b580af3eb88190a89d5827e32293c1 completed March 14, 2026, 3:37 p.m.
Created at: March 9, 2026, 3:44 p.m.