Triple
T31887196
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | DMLC |
E814036
|
entity |
| Predicate | contributionsInclude |
P30146
|
FINISHED |
| Object | parameter server implementations |
—
|
LITERAL FINISHED |
How this triple was built (2 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: parameter server implementations | Statement: [DMLC, contributionsInclude, parameter server implementations]
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: contributionsInclude Context triple: [DMLC, contributionsInclude, parameter server implementations]
-
A.
hasContributionFrom
chosen
Indicates that something (such as a work, project, or outcome) is created, influenced, or supported in part by a specified contributor.
-
B.
contributionBased
Indicates that something is determined, allocated, or structured according to the level or amount of contributions made by the involved entities.
-
C.
contributionBase
Indicates the foundational amount, value, or resource on which a contribution, payment, or benefit is calculated or determined.
-
D.
showsContributionTo
Indicates that one entity demonstrates, reveals, or provides evidence of another entity’s contribution to something.
-
E.
tributeTo
Indicates that one entity is created, given, or dedicated as a mark of respect, admiration, or honor toward another entity.
- F. None of above.
Provenance (3 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_69f348ef817481908440e2250319bcc8 |
completed | April 30, 2026, 12:19 p.m. |
| NER | Named-entity recognition | batch_69fddd373cdc8190be1b12e70e4deb1f |
completed | May 8, 2026, 12:55 p.m. |
| PD | Predicate disambiguation | batch_69fddc6915a88190ad41e379aa3ede13 |
completed | May 8, 2026, 12:51 p.m. |
Created at: April 30, 2026, 11:57 p.m.