Triple
T5772648
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Iman Shumpert |
E127363
|
entity |
| Predicate | familyName |
P18
|
FINISHED |
| Object |
Shumpert
Shumpert is the surname of Iman Shumpert, an American former NBA player and entertainer.
|
E544874
|
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: Shumpert | Statement: [Iman Shumpert, familyName, Shumpert]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Shumpert Context triple: [Iman Shumpert, familyName, Shumpert]
-
A.
DeMeco Ryans
DeMeco Ryans is a former NFL linebacker who became a highly regarded defensive coach and is now an NFL head coach.
-
B.
Marcus Schmuck
Marcus Schmuck was an Austrian mountaineer best known as a leading figure in mid-20th-century Himalayan climbing, including pioneering expeditions in the Karakoram.
-
C.
Aqib Talib
Aqib Talib is a former American football cornerback known for his standout NFL career, including Pro Bowl seasons and a Super Bowl win, after starring in college at the University of Kansas.
-
D.
Sammy Figueroa
Sammy Figueroa is a renowned American percussionist and bandleader celebrated for his work in Latin jazz and collaborations with numerous prominent jazz and pop artists.
-
E.
Haven Daboll
Haven Daboll is a member of the Daboll family, known publicly as a relative of NFL head coach Brian Daboll.
- 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: Shumpert Triple: [Iman Shumpert, familyName, Shumpert]
Generated description
Shumpert is the surname of Iman Shumpert, an American former NBA player and entertainer.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Shumpert Target entity description: Shumpert is the surname of Iman Shumpert, an American former NBA player and entertainer.
-
A.
DeMeco Ryans
DeMeco Ryans is a former NFL linebacker who became a highly regarded defensive coach and is now an NFL head coach.
-
B.
Marcus Schmuck
Marcus Schmuck was an Austrian mountaineer best known as a leading figure in mid-20th-century Himalayan climbing, including pioneering expeditions in the Karakoram.
-
C.
Aqib Talib
Aqib Talib is a former American football cornerback known for his standout NFL career, including Pro Bowl seasons and a Super Bowl win, after starring in college at the University of Kansas.
-
D.
Sammy Figueroa
Sammy Figueroa is a renowned American percussionist and bandleader celebrated for his work in Latin jazz and collaborations with numerous prominent jazz and pop artists.
-
E.
Haven Daboll
Haven Daboll is a member of the Daboll family, known publicly as a relative of NFL head coach Brian Daboll.
- 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_69c00834f6308190851b0abeddd8ed7e |
completed | March 22, 2026, 3:18 p.m. |
| NER | Named-entity recognition | batch_69c029adda188190a5c26c363614145f |
completed | March 22, 2026, 5:41 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c07e686ad88190b34e5e94145b44dc |
completed | March 22, 2026, 11:42 p.m. |
| NEDg | Description generation | batch_69c08d238384819089104f5c778ec315 |
completed | March 23, 2026, 12:45 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c08dac9eec8190996f6c537777801b |
completed | March 23, 2026, 12:47 a.m. |
Created at: March 22, 2026, 3:50 p.m.