Triple
T5964545
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Create React App |
E132719
|
entity |
| Predicate | requiresPackageManager |
P43813
|
FINISHED |
| Object | npm |
E24478
|
NE FINISHED |
How this triple was built (3 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: npm | Statement: [Create React App, requiresPackageManager, npm]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: npm Context triple: [Create React App, requiresPackageManager, npm]
-
A.
npm
chosen
npm is the default package manager and registry for Node.js, widely used to share, install, and manage JavaScript libraries and tools.
-
B.
npm, Inc.
npm, Inc. is the company behind the npm package manager and registry, a central infrastructure provider for JavaScript and Node.js developers.
-
C.
GitHub Packages
GitHub Packages is a software package hosting and management service integrated into GitHub, enabling developers to publish, share, and reuse packages alongside their source code and workflows.
-
D.
Atom package registry
Atom package registry is the online repository where developers publish and share extensions and packages that enhance the functionality of the Atom text editor.
-
E.
Node.js
Node.js is an open-source, cross-platform runtime environment that allows developers to execute JavaScript code on the server side.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: requiresPackageManager Context triple: [Create React App, requiresPackageManager, npm]
-
A.
hasPackageSystem
chosen
Indicates that an entity uses or is associated with a particular package management system for installing, updating, or managing software components.
-
B.
requiresInstallation
Indicates that one entity must be installed or set up before the other can be used or become operational.
-
C.
hasThirdPartyPackageManager
Indicates that an entity uses or is associated with a package manager provided or maintained by an external third party rather than by the primary platform or vendor.
-
D.
defaultPackageManager
Indicates that one entity is designated as the primary or standard package manager used by another entity or system.
-
E.
requiresSoftware
Indicates that one entity depends on specific software being present or installed in order to function, operate, or be used.
- F. None of above.
Provenance (4 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_69c0086c2364819091e9fe2f58fa2517 |
completed | March 22, 2026, 3:19 p.m. |
| NER | Named-entity recognition | batch_69c03fb7f8a88190a8bd45208bda4a03 |
completed | March 22, 2026, 7:15 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c0e3f32e8481908a6075684287c412 |
completed | March 23, 2026, 6:55 a.m. |
| PD | Predicate disambiguation | batch_69c0335a635881909c58c1ef0f97f1e8 |
completed | March 22, 2026, 6:22 p.m. |
Created at: March 22, 2026, 4:03 p.m.