Triple

T14539365
Position Surface form Disambiguated ID Type / Status
Subject JCP E341128 entity
Predicate hasStakeholder P1553 FINISHED
Object Java user groups
Java user groups are community-driven organizations of Java developers who collaborate, share knowledge, and provide feedback that helps shape the evolution of the Java platform.
E1104002 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: Java user groups | Statement: [JCP, hasStakeholder, Java user groups]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Java user groups
Context triple: [JCP, hasStakeholder, Java user groups]
  • A. Java Community Process
    The Java Community Process is the formalized, collaborative mechanism by which the Java platform’s specifications, reference implementations, and related standards are developed and approved by the Java community.
  • B. TeX Users Group
    TeX Users Group is an international organization that supports and promotes the use and development of the TeX typesetting system and related software.
  • C. Apache groups
    Apache groups are culturally related Native American peoples of the Southwestern United States known for their distinct Athabaskan languages, semi-nomadic lifestyle, and resistance to European and American expansion.
  • D. Python community
    The Python community is the global network of developers, users, and contributors who collaboratively build, maintain, and advance the Python programming language and its ecosystem.
  • E. Google groups
    Google Groups is a Google service that lets users create and manage online discussion forums and email-based groups for collaborative communication and access control.
  • 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: Java user groups
Triple: [JCP, hasStakeholder, Java user groups]
Generated description
Java user groups are community-driven organizations of Java developers who collaborate, share knowledge, and provide feedback that helps shape the evolution of the Java platform.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Java user groups
Target entity description: Java user groups are community-driven organizations of Java developers who collaborate, share knowledge, and provide feedback that helps shape the evolution of the Java platform.
  • A. Java Community Process
    The Java Community Process is the formalized, collaborative mechanism by which the Java platform’s specifications, reference implementations, and related standards are developed and approved by the Java community.
  • B. TeX Users Group
    TeX Users Group is an international organization that supports and promotes the use and development of the TeX typesetting system and related software.
  • C. Apache groups
    Apache groups are culturally related Native American peoples of the Southwestern United States known for their distinct Athabaskan languages, semi-nomadic lifestyle, and resistance to European and American expansion.
  • D. Python community
    The Python community is the global network of developers, users, and contributors who collaboratively build, maintain, and advance the Python programming language and its ecosystem.
  • E. Google groups
    Google Groups is a Google service that lets users create and manage online discussion forums and email-based groups for collaborative communication and access control.
  • 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_69d822dac79c8190a84a073f3cbaced5 completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69deb1bd0dd4819094c8b2f2aa6b1c5e completed April 14, 2026, 9:29 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd7a5cca788190aa8762d860c78721 completed May 8, 2026, 5:53 a.m.
NEDg Description generation batch_69fd7b1452d48190b95187cc6b6e5b6a completed May 8, 2026, 5:56 a.m.
NED2 Entity disambiguation (via description) batch_69fd7b9387988190abb20ea06c04d6cc completed May 8, 2026, 5:58 a.m.
Created at: April 10, 2026, 1:22 a.m.