Triple
T14395491
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Grails framework |
E356937
|
entity |
| Predicate | developer |
P73
|
FINISHED |
| Object |
Grails Foundation
The Grails Foundation is an organization dedicated to supporting, maintaining, and promoting the Grails web application framework and its community.
|
E1096578
|
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: Grails Foundation | Statement: [Grails framework, developer, Grails Foundation]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Grails Foundation Context triple: [Grails framework, developer, Grails Foundation]
-
A.
Grails framework
Grails framework is a high-productivity, convention-over-configuration web application framework for the JVM that leverages the Groovy language and integrates tightly with the Spring ecosystem.
-
B.
Scala Inc.
Scala Inc. is a company specializing in digital signage and visual communication solutions, known for developing hardware and software platforms for dynamic display networks.
-
C.
Eclipse Foundation
The Eclipse Foundation is a nonprofit organization that hosts and governs open-source software projects, best known for the Eclipse integrated development environment and a broad ecosystem of developer tools and runtimes.
-
D.
Apache Software Foundation
The Apache Software Foundation is a non-profit organization that oversees and supports a large ecosystem of open-source software projects, including the Apache HTTP Server and many other widely used tools and frameworks.
-
E.
Open Source Development Labs
Open Source Development Labs was a non-profit organization that supported and promoted Linux and open-source software development, notably serving as a home base for Linus Torvalds before it merged into The Linux Foundation.
- 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: Grails Foundation Triple: [Grails framework, developer, Grails Foundation]
Generated description
The Grails Foundation is an organization dedicated to supporting, maintaining, and promoting the Grails web application framework and its community.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Grails Foundation Target entity description: The Grails Foundation is an organization dedicated to supporting, maintaining, and promoting the Grails web application framework and its community.
-
A.
Grails framework
Grails framework is a high-productivity, convention-over-configuration web application framework for the JVM that leverages the Groovy language and integrates tightly with the Spring ecosystem.
-
B.
Scala Inc.
Scala Inc. is a company specializing in digital signage and visual communication solutions, known for developing hardware and software platforms for dynamic display networks.
-
C.
Eclipse Foundation
The Eclipse Foundation is a nonprofit organization that hosts and governs open-source software projects, best known for the Eclipse integrated development environment and a broad ecosystem of developer tools and runtimes.
-
D.
Apache Software Foundation
The Apache Software Foundation is a non-profit organization that oversees and supports a large ecosystem of open-source software projects, including the Apache HTTP Server and many other widely used tools and frameworks.
-
E.
Open Source Development Labs
Open Source Development Labs was a non-profit organization that supported and promoted Linux and open-source software development, notably serving as a home base for Linus Torvalds before it merged into The Linux Foundation.
- 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_69d827927c988190ad98bb0360981783 |
completed | April 9, 2026, 10:26 p.m. |
| NER | Named-entity recognition | batch_69de902d114881908a8f3c01b3c6d309 |
completed | April 14, 2026, 7:06 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd551b006c8190b84449f2e2b59b62 |
completed | May 8, 2026, 3:14 a.m. |
| NEDg | Description generation | batch_69fd55d90ed08190b6a0184715f39ff4 |
completed | May 8, 2026, 3:17 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fd565d32fc8190acc1e733537a23cb |
completed | May 8, 2026, 3:19 a.m. |
Created at: April 10, 2026, 1:16 a.m.