Triple

T10243889
Position Surface form Disambiguated ID Type / Status
Subject GitHub Actions E183288 entity
Predicate integratesWith P1075 FINISHED
Object Terraform
Terraform is an open-source infrastructure as code tool that lets you define, provision, and manage cloud and on-premises resources using declarative configuration files.
 E853537 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: [GitHub Actions, integratesWith, Terraform]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Terraform
Context triple: [GitHub Actions, integratesWith, Terraform]
  • A. Terraform
    Terraform is a 2000 studio album by the American post-hardcore band Shellac, noted for its minimalist sound and precise, abrasive style.
  • B. 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.
  • C. Kustomize
    Kustomize is a Kubernetes-native configuration management tool that lets you customize application manifests through overlays and patches without modifying the original YAML files.
  • D. AWS CDK
    AWS CDK (AWS Cloud Development Kit) is an open-source software development framework that lets you define cloud infrastructure in familiar programming languages and synthesize it into AWS CloudFormation templates.
  • E. Toesca
    Toesca is an Italian-origin surname best known through Joaquín Toesca, an 18th-century architect influential in colonial Chilean architecture.
  • 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: [GitHub Actions, integratesWith, Terraform]
Generated description
Terraform is an open-source infrastructure as code tool that lets you 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 open-source infrastructure as code tool that lets you define, provision, and manage cloud and on-premises resources using declarative configuration files.
  • A. Terraform
    Terraform is a 2000 studio album by the American post-hardcore band Shellac, noted for its minimalist sound and precise, abrasive style.
  • B. 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.
  • C. Kustomize
    Kustomize is a Kubernetes-native configuration management tool that lets you customize application manifests through overlays and patches without modifying the original YAML files.
  • D. AWS CDK
    AWS CDK (AWS Cloud Development Kit) is an open-source software development framework that lets you define cloud infrastructure in familiar programming languages and synthesize it into AWS CloudFormation templates.
  • E. Toesca
    Toesca is an Italian-origin surname best known through Joaquín Toesca, an 18th-century architect influential in colonial Chilean architecture.
  • 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_69d381a7e198819090280d5ab885d59e completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d4d22a76188190a73df23bfb08eb3d completed April 7, 2026, 9:45 a.m.
NED1 Entity disambiguation (via context triple) batch_69d6f7936ce4819087f07df2c7a76282 completed April 9, 2026, 12:49 a.m.
NEDg Description generation batch_69d6fa2f7a848190a9de5de4d0f3f110 completed April 9, 2026, 1 a.m.
NED2 Entity disambiguation (via description) batch_69d6fcbab3ec8190ade1c0223c22ad58 completed April 9, 2026, 1:11 a.m.
Created at: April 6, 2026, 11:26 a.m.