Triple

T14439629
Position Surface form Disambiguated ID Type / Status
Subject Spring Framework E358052 entity
Predicate component P35 FINISHED
Object Spring Beans
Spring Beans are the managed objects in the Spring Framework’s inversion-of-control container, representing the core building blocks of a Spring-based application’s configuration and behavior.
E486216 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: Spring Beans | Statement: [Spring Framework, component, Spring Beans]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Spring Beans
Context triple: [Spring Framework, component, Spring Beans]
  • A. Bean
    Bean is a small village and civil parish in the borough of Dartford in north-west Kent, England.
  • B. Bean
    Bean is a common English surname of Old English origin, associated with various notable individuals including the actor Sean Bean.
  • C. Bean
    Bean is a 1997 British-American comedy film based on Rowan Atkinson’s Mr. Bean character, following his chaotic misadventures in the United States.
  • D. Bean
    Bean is the famous jazz saxophonist Coleman Hawkins, a pioneering tenor sax player whose rich tone and improvisational style helped define early jazz.
  • E. Spring Framework
    Spring Framework is a widely used open-source Java application framework that provides comprehensive infrastructure support for building enterprise-grade, modular, and testable applications.
  • 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: Spring Beans
Triple: [Spring Framework, component, Spring Beans]
Generated description
Spring Beans are the managed objects in the Spring Framework’s inversion-of-control container, representing the core building blocks of a Spring-based application’s configuration and behavior.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Spring Beans
Target entity description: Spring Beans are the managed objects in the Spring Framework’s inversion-of-control container, representing the core building blocks of a Spring-based application’s configuration and behavior.
  • A. Bean
    Bean is a small village and civil parish in the borough of Dartford in north-west Kent, England.
  • B. Bean
    Bean is a common English surname of Old English origin, associated with various notable individuals including the actor Sean Bean.
  • C. Bean
    Bean is a 1997 British-American comedy film based on Rowan Atkinson’s Mr. Bean character, following his chaotic misadventures in the United States.
  • D. Bean
    Bean is the famous jazz saxophonist Coleman Hawkins, a pioneering tenor sax player whose rich tone and improvisational style helped define early jazz.
  • E. Spring Framework chosen
    Spring Framework is a widely used open-source Java application framework that provides comprehensive infrastructure support for building enterprise-grade, modular, and testable applications.
  • F. None of above.

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_69d8279402a88190821ffa39ae15bccf completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de914c1398819090fa2a74d257ba3e completed April 14, 2026, 7:11 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd5bd7f46881908df1a1cea7b6af9b completed May 8, 2026, 3:43 a.m.
NEDg Description generation batch_69fd5d585cc08190908bc5f9b8abdb82 completed May 8, 2026, 3:49 a.m.
NED2 Entity disambiguation (via description) batch_69fd5e0bbd6c8190b14039b3335692c7 completed May 8, 2026, 3:52 a.m.
Created at: April 10, 2026, 1:18 a.m.