Triple
T14395494
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Grails framework |
E356937
|
entity |
| Predicate | previousDeveloper |
P97
|
FINISHED |
| Object |
SpringSource
SpringSource was a software company best known for developing and supporting the Spring Framework ecosystem for Java applications.
|
E1096581
|
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: SpringSource | Statement: [Grails framework, previousDeveloper, SpringSource]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: SpringSource Context triple: [Grails framework, previousDeveloper, SpringSource]
-
A.
Pivotal Software
Pivotal Software is a cloud-native platform and services company known for its Pivotal Cloud Foundry product and agile software development tools, originally formed as a spin-off from EMC and VMware.
-
B.
BEA Systems
BEA Systems was a software company best known for its enterprise middleware and application server products that played a major role in early Java-based web and enterprise computing.
-
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.
TIBCO Software
TIBCO Software is an enterprise software company known for its real-time data integration, analytics, and event-processing solutions for businesses.
-
E.
MuleSoft
MuleSoft is an integration and API management platform that helps organizations connect applications, data, and devices across cloud and on-premises environments.
- 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: SpringSource Triple: [Grails framework, previousDeveloper, SpringSource]
Generated description
SpringSource was a software company best known for developing and supporting the Spring Framework ecosystem for Java applications.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: SpringSource Target entity description: SpringSource was a software company best known for developing and supporting the Spring Framework ecosystem for Java applications.
-
A.
Pivotal Software
Pivotal Software is a cloud-native platform and services company known for its Pivotal Cloud Foundry product and agile software development tools, originally formed as a spin-off from EMC and VMware.
-
B.
BEA Systems
BEA Systems was a software company best known for its enterprise middleware and application server products that played a major role in early Java-based web and enterprise computing.
-
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.
TIBCO Software
TIBCO Software is an enterprise software company known for its real-time data integration, analytics, and event-processing solutions for businesses.
-
E.
MuleSoft
MuleSoft is an integration and API management platform that helps organizations connect applications, data, and devices across cloud and on-premises environments.
- 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.