Triple
T33213148
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | 2019–20 NBA G League season |
E850212
|
entity |
| Predicate | MostImprovedPlayer |
P32821
|
FINISHED |
| Object |
Marial Shayok
Marial Shayok is a South Sudanese-Canadian professional basketball player and former Iowa State standout who has played in the NBA and internationally as a high-scoring wing.
|
E2041100
|
NE FINISHED |
How this triple was built (3 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: Marial Shayok | Statement: [2019–20 NBA G League season, MostImprovedPlayer, Marial Shayok]
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: Marial Shayok Triple: [2019–20 NBA G League season, MostImprovedPlayer, Marial Shayok]
Generated description
Marial Shayok is a South Sudanese-Canadian professional basketball player and former Iowa State standout who has played in the NBA and internationally as a high-scoring wing.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: MostImprovedPlayer Context triple: [2019–20 NBA G League season, MostImprovedPlayer, Marial Shayok]
-
A.
mostImprovedPlayer
chosen
Indicates that an entity has shown the greatest positive improvement in performance or ability over a defined period compared to its peers.
-
B.
mostValuablePlayerAward
Indicates that an entity has received a "Most Valuable Player" award recognizing it as the most outstanding performer in a particular context or competition.
-
C.
ManagerOfTheYearAward
Indicates that an entity has received the "Manager of the Year" award in recognition of outstanding managerial performance.
-
D.
teammateOfTheYear
Indicates that one entity has been recognized or awarded as the outstanding or most valuable teammate in relation to another entity or within a shared team context.
-
E.
nationalPlayerOfTheYearAward
Indicates that an athlete has been selected as the top national player of the year in their sport or league.
- F. None of above.
Provenance (6 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_69f3495fb92c819083ce65d0ddee7a76 |
completed | April 30, 2026, 12:21 p.m. |
| NER | Named-entity recognition | batch_69f6dd3cc0648190a275812d6711275a |
completed | May 3, 2026, 5:29 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a352fca93608190ae8c69a5f7d47a61 |
completed | June 19, 2026, 12:02 p.m. |
| NEDg | Description generation | batch_6a3530cd95308190985534d24bb1dc20 |
completed | June 19, 2026, 12:06 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a3531bf1bfc8190a82a471b89b4f260 |
completed | June 19, 2026, 12:10 p.m. |
| PD | Predicate disambiguation | batch_69f6d82eaee081908f06a71546315aea |
completed | May 3, 2026, 5:07 a.m. |
Created at: May 1, 2026, 1:30 a.m.