Triple
T17675810
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Jim Weirich |
E440639
|
entity |
| Predicate | knownFor |
P22
|
FINISHED |
| Object |
Rake build tool
Rake is a Ruby-based build automation tool that provides a Make-like task management and dependency system using Ruby syntax.
|
E1282475
|
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: Rake build tool | Statement: [Jim Weirich, knownFor, Rake build tool]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Rake build tool Context triple: [Jim Weirich, knownFor, Rake build tool]
-
A.
Simple Build Tool
Simple Build Tool is an open-source build and dependency management system primarily used for Scala and Java projects.
-
B.
sbt build tool
sbt build tool is a popular open-source build and dependency management system for Scala and Java projects, known for its incremental compilation and tight integration with the Scala ecosystem.
-
C.
Ninja build system
Ninja build system is a fast, low-level build tool designed for speed and efficiency, commonly used as a backend by higher-level build systems like CMake for large software projects.
-
D.
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.
-
E.
Arch Build System
Arch Build System is a collection of tools and scripts used to build, package, and distribute software for Arch Linux from source using PKGBUILDs.
- 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: Rake build tool Triple: [Jim Weirich, knownFor, Rake build tool]
Generated description
Rake is a Ruby-based build automation tool that provides a Make-like task management and dependency system using Ruby syntax.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Rake build tool Target entity description: Rake is a Ruby-based build automation tool that provides a Make-like task management and dependency system using Ruby syntax.
-
A.
Simple Build Tool
Simple Build Tool is an open-source build and dependency management system primarily used for Scala and Java projects.
-
B.
sbt build tool
sbt build tool is a popular open-source build and dependency management system for Scala and Java projects, known for its incremental compilation and tight integration with the Scala ecosystem.
-
C.
Ninja build system
Ninja build system is a fast, low-level build tool designed for speed and efficiency, commonly used as a backend by higher-level build systems like CMake for large software projects.
-
D.
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.
-
E.
Arch Build System
Arch Build System is a collection of tools and scripts used to build, package, and distribute software for Arch Linux from source using PKGBUILDs.
- 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_69d8b9e940b081908b862bb0e6e89b0d |
completed | April 10, 2026, 8:50 a.m. |
| NER | Named-entity recognition | batch_69e46f6cca54819094ea0bed1517724e |
completed | April 19, 2026, 6 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a022325d6108190975082abcdb21ce1 |
completed | May 11, 2026, 6:42 p.m. |
| NEDg | Description generation | batch_6a022759531c8190a77c5dc4e3ccaee6 |
completed | May 11, 2026, 7 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0227ff79d881908ad190b2665bc63d |
completed | May 11, 2026, 7:03 p.m. |
Created at: April 10, 2026, 10 a.m.