Triple
T8300294
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Wikimedia ecosystem |
E194333
|
entity |
| Predicate | includesProject |
P14971
|
FINISHED |
| Object |
Toolforge
Toolforge is a cloud-based hosting and development platform that allows volunteers to run tools and bots that support and enhance Wikimedia projects.
|
E724551
|
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: Toolforge | Statement: [Wikimedia ecosystem, includesProject, Toolforge]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Toolforge Context triple: [Wikimedia ecosystem, includesProject, Toolforge]
-
A.
Ning
Ning is an online platform that enables users and organizations to create their own custom social networks and communities.
-
B.
Toolbx
Toolbx is a Fedora project that provides containerized, mutable development environments on otherwise immutable operating systems.
-
C.
Instructure
Instructure is an educational technology company best known for developing the Canvas learning management system used by schools and universities worldwide.
-
D.
Canvas LMS
Canvas LMS is a widely used cloud-based learning management system designed to help schools, universities, and organizations deliver, manage, and track online and blended courses.
-
E.
Desire2Learn
Desire2Learn is a Canadian educational technology company best known for its Brightspace learning management system used by schools, universities, and businesses worldwide.
- 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: Toolforge Triple: [Wikimedia ecosystem, includesProject, Toolforge]
Generated description
Toolforge is a cloud-based hosting and development platform that allows volunteers to run tools and bots that support and enhance Wikimedia projects.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Toolforge Target entity description: Toolforge is a cloud-based hosting and development platform that allows volunteers to run tools and bots that support and enhance Wikimedia projects.
-
A.
Ning
Ning is an online platform that enables users and organizations to create their own custom social networks and communities.
-
B.
Toolbx
Toolbx is a Fedora project that provides containerized, mutable development environments on otherwise immutable operating systems.
-
C.
Instructure
Instructure is an educational technology company best known for developing the Canvas learning management system used by schools and universities worldwide.
-
D.
Canvas LMS
Canvas LMS is a widely used cloud-based learning management system designed to help schools, universities, and organizations deliver, manage, and track online and blended courses.
-
E.
Desire2Learn
Desire2Learn is a Canadian educational technology company best known for its Brightspace learning management system used by schools, universities, and businesses worldwide.
- 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_69ca82e50ebc81909aa7b260c76bd757 |
completed | March 30, 2026, 2:04 p.m. |
| NER | Named-entity recognition | batch_69cbd11ed22c819082bf036602eaa038 |
completed | March 31, 2026, 1:50 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cd68bcb43081909e3a8a00947d03f2 |
completed | April 1, 2026, 6:49 p.m. |
| NEDg | Description generation | batch_69cd6d574ba88190a2538897d201d8c4 |
completed | April 1, 2026, 7:09 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cd7e536724819095ad006bc0f013a4 |
completed | April 1, 2026, 8:21 p.m. |
Created at: March 30, 2026, 5:53 p.m.