Triple
T2196951
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Shanghai Sharks |
E50396
|
entity |
| Predicate | notableFormerPlayer |
P304
|
FINISHED |
| Object |
Stephon Marbury
Stephon Marbury is a former NBA All-Star point guard who became a basketball icon in China, leading the Beijing Ducks to multiple CBA championships and revitalizing his career overseas.
|
E248896
|
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: Stephon Marbury | Statement: [Shanghai Sharks, notableFormerPlayer, Stephon Marbury]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Stephon Marbury Context triple: [Shanghai Sharks, notableFormerPlayer, Stephon Marbury]
-
A.
Tim Hardaway
Tim Hardaway is a former NBA All-Star point guard known for his killer crossover dribble and key role in the league during the 1990s.
-
B.
Kevin Terry
Kevin Terry is an American soccer referee best known for officiating at the highest levels of U.S. professional soccer, including Major League Soccer championship matches.
-
C.
Brent Barry
Brent Barry is a retired American professional basketball player and two-time NBA champion known for his sharpshooting, high basketball IQ, and victory in the 1996 NBA Slam Dunk Contest.
-
D.
Scott Barnes
Scott Barnes is an American college athletics administrator who serves as the athletic director at Oregon State University and has previously held similar roles at several other universities.
-
E.
Jamal Crawford
Jamal Crawford is an American former NBA guard renowned for his elite ball-handling, prolific scoring off the bench, and record three Sixth Man of the Year awards.
- 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: Stephon Marbury Triple: [Shanghai Sharks, notableFormerPlayer, Stephon Marbury]
Generated description
Stephon Marbury is a former NBA All-Star point guard who became a basketball icon in China, leading the Beijing Ducks to multiple CBA championships and revitalizing his career overseas.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Stephon Marbury Target entity description: Stephon Marbury is a former NBA All-Star point guard who became a basketball icon in China, leading the Beijing Ducks to multiple CBA championships and revitalizing his career overseas.
-
A.
Tim Hardaway
Tim Hardaway is a former NBA All-Star point guard known for his killer crossover dribble and key role in the league during the 1990s.
-
B.
Kevin Terry
Kevin Terry is an American soccer referee best known for officiating at the highest levels of U.S. professional soccer, including Major League Soccer championship matches.
-
C.
Brent Barry
Brent Barry is a retired American professional basketball player and two-time NBA champion known for his sharpshooting, high basketball IQ, and victory in the 1996 NBA Slam Dunk Contest.
-
D.
Scott Barnes
Scott Barnes is an American college athletics administrator who serves as the athletic director at Oregon State University and has previously held similar roles at several other universities.
-
E.
Jamal Crawford
Jamal Crawford is an American former NBA guard renowned for his elite ball-handling, prolific scoring off the bench, and record three Sixth Man of the Year awards.
- 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_69a88b044ab48190add007487680f009 |
completed | March 4, 2026, 7:41 p.m. |
| NER | Named-entity recognition | batch_69abbf79f3e08190b56e9d7c0ff27237 |
completed | March 7, 2026, 6:02 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae6af40330819094b3b9d74a63b602 |
completed | March 9, 2026, 6:38 a.m. |
| NEDg | Description generation | batch_69ae6c6bfba88190b3f2b8a081f2393e |
completed | March 9, 2026, 6:45 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae6cbf1ae88190a35c65605470a01f |
completed | March 9, 2026, 6:46 a.m. |
Created at: March 4, 2026, 7:46 p.m.