Triple
T17521229
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | REINFORCE |
E426681
|
entity |
| Predicate | updateDirection |
P127784
|
FINISHED |
| Object | proportional to return times log-probability gradient |
—
|
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: proportional to return times log-probability gradient | Statement: [REINFORCE, updateDirection, proportional to return times log-probability gradient]
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: updateDirection Context triple: [REINFORCE, updateDirection, proportional to return times log-probability gradient]
-
A.
offsetDirection
Indicates the relative direction in which one entity is displaced or shifted from another reference entity.
-
B.
directionBy
Indicates that one entity provides directional guidance, orientation, or navigational reference for another entity.
-
C.
directionalOperation
Indicates an operation whose effect depends on or is applied along a specific direction or orientation between entities.
-
D.
isDirection
Indicates that one entity specifies or represents the orientation or course along which another entity moves, points, or is aligned.
-
E.
controlDirection
Indicates that one entity exerts influence or guidance over the orientation, course, or movement direction of another entity.
- F. None of above. chosen
Provenance (4 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_69d889de677081909b22d2657b1f0292 |
completed | April 10, 2026, 5:25 a.m. |
| NER | Named-entity recognition | batch_69e452d2f79881909556894728e255ab |
completed | April 19, 2026, 3:58 a.m. |
| PD | Predicate disambiguation | batch_69e3b4f8b9888190aa8a45e09acf4319 |
completed | April 18, 2026, 4:44 p.m. |
| PDg | Predicate description generation | batch_69e3bbb37d148190b7f38599c06594ee |
completed | April 18, 2026, 5:13 p.m. |
Created at: April 10, 2026, 5:49 a.m.