Triple
T7897192
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Perforce |
E183366
|
entity |
| Predicate | component |
P35
|
FINISHED |
| Object |
Helix Swarm code review tool
Helix Swarm is Perforce’s web-based code review and collaboration tool designed to streamline peer reviews, improve code quality, and integrate tightly with Helix Core version control.
|
E697462
|
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: Helix Swarm code review tool | Statement: [Perforce, component, Helix Swarm code review tool]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Helix Swarm code review tool Context triple: [Perforce, component, Helix Swarm code review tool]
-
A.
Checkmarx
Checkmarx is a cybersecurity company specializing in application security testing solutions that help organizations identify and remediate vulnerabilities in their software code.
-
B.
SAST
SAST (Static Application Security Testing) is a security testing methodology that analyzes source code or binaries to identify vulnerabilities early in the software development lifecycle.
-
C.
GitHub Copilot
GitHub Copilot is an AI-powered code completion and pair-programming tool that suggests code and entire functions directly within developers’ editors.
-
D.
AWS CodeCommit
AWS CodeCommit is a fully managed, secure, and scalable source control service that hosts private Git repositories for software development teams.
-
E.
GitLab
GitLab is a web-based DevOps platform that provides Git repository hosting along with integrated tools for source code management, CI/CD, and project collaboration.
- 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: Helix Swarm code review tool Triple: [Perforce, component, Helix Swarm code review tool]
Generated description
Helix Swarm is Perforce’s web-based code review and collaboration tool designed to streamline peer reviews, improve code quality, and integrate tightly with Helix Core version control.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Helix Swarm code review tool Target entity description: Helix Swarm is Perforce’s web-based code review and collaboration tool designed to streamline peer reviews, improve code quality, and integrate tightly with Helix Core version control.
-
A.
Checkmarx
Checkmarx is a cybersecurity company specializing in application security testing solutions that help organizations identify and remediate vulnerabilities in their software code.
-
B.
SAST
SAST (Static Application Security Testing) is a security testing methodology that analyzes source code or binaries to identify vulnerabilities early in the software development lifecycle.
-
C.
GitHub Copilot
GitHub Copilot is an AI-powered code completion and pair-programming tool that suggests code and entire functions directly within developers’ editors.
-
D.
AWS CodeCommit
AWS CodeCommit is a fully managed, secure, and scalable source control service that hosts private Git repositories for software development teams.
-
E.
GitLab
GitLab is a web-based DevOps platform that provides Git repository hosting along with integrated tools for source code management, CI/CD, and project collaboration.
- 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_69ca828c474c8190a254d6499871eaff |
completed | March 30, 2026, 2:02 p.m. |
| NER | Named-entity recognition | batch_69cb3a296db8819084c620b12f77acb5 |
completed | March 31, 2026, 3:06 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cb5bb24c8c8190860e4dd1d705b04b |
completed | March 31, 2026, 5:29 a.m. |
| NEDg | Description generation | batch_69cb5f1e84fc8190b535016cb69405b4 |
completed | March 31, 2026, 5:43 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cb76a214488190b90e5db28511daa0 |
completed | March 31, 2026, 7:24 a.m. |
Created at: March 30, 2026, 5:01 p.m.