Triple
T14343319
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Play Framework |
E355654
|
entity |
| Predicate | supports |
P516
|
FINISHED |
| Object |
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.
|
E1094372
|
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: sbt build tool | Statement: [Play Framework, supports, sbt build tool]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: sbt build tool Context triple: [Play Framework, supports, sbt build tool]
-
A.
Gradle
Gradle is a powerful, flexible build automation tool and dependency management system widely used in Java and other JVM-based projects.
-
B.
Maven
Maven is a widely used build automation and project management tool for Java-based software projects, known for its convention-over-configuration approach and dependency management.
-
C.
Apache Ant
Apache Ant is a Java-based build automation tool commonly used to compile, package, and deploy Java applications using XML build files.
-
D.
Apache Ivy
Apache Ivy is a dependency management tool for Java projects that focuses on flexible configuration and integration with Apache Ant.
-
E.
Scala Center
Scala Center is a non-profit organization at EPFL dedicated to the stewardship, education, and open-source development of the Scala programming language and its ecosystem.
- 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: sbt build tool Triple: [Play Framework, supports, sbt build tool]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: sbt build tool Target entity description: 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.
-
A.
Gradle
Gradle is a powerful, flexible build automation tool and dependency management system widely used in Java and other JVM-based projects.
-
B.
Maven
Maven is a widely used build automation and project management tool for Java-based software projects, known for its convention-over-configuration approach and dependency management.
-
C.
Apache Ant
Apache Ant is a Java-based build automation tool commonly used to compile, package, and deploy Java applications using XML build files.
-
D.
Apache Ivy
Apache Ivy is a dependency management tool for Java projects that focuses on flexible configuration and integration with Apache Ant.
-
E.
Scala Center
Scala Center is a non-profit organization at EPFL dedicated to the stewardship, education, and open-source development of the Scala programming language and its ecosystem.
- 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_69d82790a7e08190877e2d349b2e8d8e |
completed | April 9, 2026, 10:26 p.m. |
| NER | Named-entity recognition | batch_69de8e89ed9c8190acdb647ee618e919 |
completed | April 14, 2026, 6:59 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd469d899081909103563f209dd944 |
completed | May 8, 2026, 2:12 a.m. |
| NEDg | Description generation | batch_69fd47fa764c8190b1d691f5847b7a05 |
completed | May 8, 2026, 2:18 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fd492226888190a014b23e506ab19c |
completed | May 8, 2026, 2:23 a.m. |
Created at: April 10, 2026, 1:14 a.m.