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.