Triple
T30338111
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Deep contextualized word representations |
E771674
|
entity |
| Predicate | demonstratesImprovementOn |
P6555
|
FINISHED |
| Object | question answering |
—
|
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: question answering | Statement: [Deep contextualized word representations, demonstratesImprovementOn, question answering]
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: demonstratesImprovementOn Context triple: [Deep contextualized word representations, demonstratesImprovementOn, question answering]
-
A.
improvesOn
chosen
Indicates that one entity enhances, refines, or performs better than another entity, typically by addressing its limitations or increasing its effectiveness.
-
B.
improvesIn
Indicates that one entity causes or contributes to an increase in quality, performance, or effectiveness in another entity or context.
-
C.
hasImproved
Indicates that an entity’s state, quality, or performance has become better compared to a previous point in time.
-
D.
seeksToImprove
Indicates an intentional effort by one entity to make another entity or condition better than its current state.
-
E.
demonstratedBy
Indicates that something is shown, proven, or made evident through the actions, behavior, or example of a particular 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_69f2248aba24819095bb86480d55b23b |
completed | April 29, 2026, 3:32 p.m. |
| NER | Named-entity recognition | batch_69f681cf69588190b1a6373ddf29dd6a |
completed | May 2, 2026, 10:59 p.m. |
| PD | Predicate disambiguation | batch_69f67603526c81908295a1ece8727c66 |
completed | May 2, 2026, 10:09 p.m. |
Created at: April 29, 2026, 7:54 p.m.