Triple
T1298645
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Milwaukee Bucks |
E27710
|
entity |
| Predicate | notablePlayer |
P304
|
FINISHED |
| Object |
Khris Middleton
Khris Middleton is an American professional basketball player and multi-time NBA All-Star known for his scoring, shooting, and clutch performances, particularly during the Milwaukee Bucks' 2021 championship run.
|
E149493
|
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: Khris Middleton | Statement: [Milwaukee Bucks, notablePlayer, Khris Middleton]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Khris Middleton Context triple: [Milwaukee Bucks, notablePlayer, Khris Middleton]
-
A.
Jimmy Butler
Jimmy Butler is an American professional basketball player and multi-time NBA All-Star known for his two-way play, leadership, and clutch performances, particularly with the Miami Heat.
-
B.
Kelan Martin
Kelan Martin is an American professional basketball player best known for his standout collegiate career as a high-scoring forward at Butler University and subsequent stints in the NBA and overseas.
-
C.
Giannis Antetokounmpo
Giannis Antetokounmpo is a Greek-Nigerian professional basketball player for the Milwaukee Bucks, renowned as one of the NBA’s most dominant and versatile superstars and a multiple-time MVP.
-
D.
DeMar DeRozan
DeMar DeRozan is an American professional basketball player and multiple-time NBA All-Star known for his prolific mid-range scoring and long tenure as a franchise cornerstone in Toronto.
-
E.
Kendrick Frazier
Kendrick Frazier was an American science writer and longtime editor of Skeptical Inquirer magazine, known for his prominent role in the modern scientific skepticism movement.
- 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: Khris Middleton Triple: [Milwaukee Bucks, notablePlayer, Khris Middleton]
Generated description
Khris Middleton is an American professional basketball player and multi-time NBA All-Star known for his scoring, shooting, and clutch performances, particularly during the Milwaukee Bucks' 2021 championship run.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Khris Middleton Target entity description: Khris Middleton is an American professional basketball player and multi-time NBA All-Star known for his scoring, shooting, and clutch performances, particularly during the Milwaukee Bucks' 2021 championship run.
-
A.
Jimmy Butler
Jimmy Butler is an American professional basketball player and multi-time NBA All-Star known for his two-way play, leadership, and clutch performances, particularly with the Miami Heat.
-
B.
Kelan Martin
Kelan Martin is an American professional basketball player best known for his standout collegiate career as a high-scoring forward at Butler University and subsequent stints in the NBA and overseas.
-
C.
Giannis Antetokounmpo
Giannis Antetokounmpo is a Greek-Nigerian professional basketball player for the Milwaukee Bucks, renowned as one of the NBA’s most dominant and versatile superstars and a multiple-time MVP.
-
D.
DeMar DeRozan
DeMar DeRozan is an American professional basketball player and multiple-time NBA All-Star known for his prolific mid-range scoring and long tenure as a franchise cornerstone in Toronto.
-
E.
Kendrick Frazier
Kendrick Frazier was an American science writer and longtime editor of Skeptical Inquirer magazine, known for his prominent role in the modern scientific skepticism movement.
- 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_69a496d6682881909ba658f1c1e0e2b0 |
completed | March 1, 2026, 7:43 p.m. |
| NER | Named-entity recognition | batch_69a4c111a76c81909e6b914694986251 |
completed | March 1, 2026, 10:43 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69acb30292dc8190a33fd62c997c3f1b |
completed | March 7, 2026, 11:21 p.m. |
| NEDg | Description generation | batch_69acb42dd7488190935d289907e5ed91 |
completed | March 7, 2026, 11:26 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69acb48a873081909a9d4d27ed8b7a7a |
completed | March 7, 2026, 11:28 p.m. |
Created at: March 1, 2026, 7:51 p.m.