Triple
T10826679
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Perl community |
E255513
|
entity |
| Predicate | contributesTo |
P477
|
FINISHED |
| Object |
Perl conferences
Perl conferences are gatherings of developers and enthusiasts focused on the Perl programming language, featuring technical talks, workshops, and community networking.
|
E887840
|
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: Perl conferences | Statement: [Perl community, contributesTo, Perl conferences]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Perl conferences Context triple: [Perl community, contributesTo, Perl conferences]
-
A.
Perl Mongers
Perl Mongers is a worldwide network of user groups dedicated to supporting and promoting the Perl programming language and its community.
-
B.
Perl community
The Perl community is a global, collaborative network of programmers, users, and contributors who develop, maintain, and support the Perl programming language and its ecosystem.
-
C.
Foo Camp unconference
Foo Camp unconference is an invitation-only, participant-driven technology and innovation gathering organized by O'Reilly Media that helped popularize the "unconference" format.
-
D.
PLoP conference series
The PLoP conference series is a recurring international gathering focused on software design patterns and pattern languages, bringing together practitioners and researchers to write, review, and refine patterns in a writers’ workshop format.
-
E.
DrupalCamp
DrupalCamp is a community-organized conference focused on the Drupal content management system, featuring sessions, workshops, and networking for developers, designers, and users.
- 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: Perl conferences Triple: [Perl community, contributesTo, Perl conferences]
Generated description
Perl conferences are gatherings of developers and enthusiasts focused on the Perl programming language, featuring technical talks, workshops, and community networking.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Perl conferences Target entity description: Perl conferences are gatherings of developers and enthusiasts focused on the Perl programming language, featuring technical talks, workshops, and community networking.
-
A.
Perl Mongers
Perl Mongers is a worldwide network of user groups dedicated to supporting and promoting the Perl programming language and its community.
-
B.
Perl community
The Perl community is a global, collaborative network of programmers, users, and contributors who develop, maintain, and support the Perl programming language and its ecosystem.
-
C.
Foo Camp unconference
Foo Camp unconference is an invitation-only, participant-driven technology and innovation gathering organized by O'Reilly Media that helped popularize the "unconference" format.
-
D.
PLoP conference series
The PLoP conference series is a recurring international gathering focused on software design patterns and pattern languages, bringing together practitioners and researchers to write, review, and refine patterns in a writers’ workshop format.
-
E.
DrupalCamp
DrupalCamp is a community-organized conference focused on the Drupal content management system, featuring sessions, workshops, and networking for developers, designers, and users.
- 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_69d6aa8081448190a9324184f2bd1c26 |
completed | April 8, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69d734d1c24881909f56d56207cccbef |
completed | April 9, 2026, 5:10 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69de8592d8f08190ac577395ad7cc557 |
completed | April 14, 2026, 6:21 p.m. |
| NEDg | Description generation | batch_69de8955b9d8819086ff98efbff6c7a0 |
completed | April 14, 2026, 6:37 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69de8f4a318c819086559fd53506ab29 |
completed | April 14, 2026, 7:02 p.m. |
Created at: April 8, 2026, 9:19 p.m.