Triple

T10827259
Position Surface form Disambiguated ID Type / Status
Subject Heroku E255524 entity
Predicate usesConcept P531 FINISHED
Object Buildpack
A buildpack is a modular set of scripts and configuration used to detect, compile, and prepare application code for deployment on platforms-as-a-service.
 E886836 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: Buildpack | Statement: [Heroku, usesConcept, Buildpack]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Buildpack
Context triple: [Heroku, usesConcept, Buildpack]
  • A. Project Builder
    Project Builder was NeXT's and early Mac OS X's primary integrated development environment (IDE) for building software applications, later evolving into Apple's Xcode.
  • B. Bubblewrap
    Bubblewrap is a Linux sandboxing tool that creates isolated environments for running applications with restricted access to the host system.
  • C. Buildah
    Buildah is an open-source command-line tool for building Open Container Initiative (OCI) and Docker-compatible container images without requiring a running container daemon.
  • D. Packer
    Packer is a surname most notably associated with American film and television producer Will Packer.
  • E. Caddy
    Caddy is a central character in William Faulkner’s novel "The Sound and the Fury," known for her complex role within the Compson family and her symbolic significance to the story’s themes of loss and decay.
  • 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: Buildpack
Triple: [Heroku, usesConcept, Buildpack]
Generated description
A buildpack is a modular set of scripts and configuration used to detect, compile, and prepare application code for deployment on platforms-as-a-service.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Buildpack
Target entity description: A buildpack is a modular set of scripts and configuration used to detect, compile, and prepare application code for deployment on platforms-as-a-service.
  • A. Project Builder
    Project Builder was NeXT's and early Mac OS X's primary integrated development environment (IDE) for building software applications, later evolving into Apple's Xcode.
  • B. Bubblewrap
    Bubblewrap is a Linux sandboxing tool that creates isolated environments for running applications with restricted access to the host system.
  • C. Buildah
    Buildah is an open-source command-line tool for building Open Container Initiative (OCI) and Docker-compatible container images without requiring a running container daemon.
  • D. Packer
    Packer is a surname most notably associated with American film and television producer Will Packer.
  • E. Caddy
    Caddy is a central character in William Faulkner’s novel "The Sound and the Fury," known for her complex role within the Compson family and her symbolic significance to the story’s themes of loss and decay.
  • 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.