Triple
T5459889
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Stein |
E122569
|
entity |
| Predicate | hasNotableBearer |
P458
|
FINISHED |
| Object |
Aaron Marc Stein
Aaron Marc Stein was an American mystery and detective fiction author best known for his long-running series written under his own name and the pseudonym George Bagby.
|
E520861
|
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: Aaron Marc Stein | Statement: [Stein, hasNotableBearer, Aaron Marc Stein]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Aaron Marc Stein Context triple: [Stein, hasNotableBearer, Aaron Marc Stein]
-
A.
Billy Smith
Billy Smith is a Hall of Fame Canadian goaltender best known for backstopping the New York Islanders to four consecutive Stanley Cup championships in the early 1980s.
-
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.
Kelly Olynyk
Kelly Olynyk is a Canadian professional basketball player and NBA veteran known for his versatile scoring and playmaking as a stretch big man.
-
D.
Donte DiVincenzo
Donte DiVincenzo is an American professional basketball player and NCAA champion known for his standout performances at Villanova University and subsequent NBA career.
-
E.
Iman Shumpert
Iman Shumpert is an American former NBA shooting guard and small forward best known for his defensive play and for winning an NBA championship with the Cleveland Cavaliers in 2016.
- 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: Aaron Marc Stein Triple: [Stein, hasNotableBearer, Aaron Marc Stein]
Generated description
Aaron Marc Stein was an American mystery and detective fiction author best known for his long-running series written under his own name and the pseudonym George Bagby.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Aaron Marc Stein Target entity description: Aaron Marc Stein was an American mystery and detective fiction author best known for his long-running series written under his own name and the pseudonym George Bagby.
-
A.
Billy Smith
Billy Smith is a Hall of Fame Canadian goaltender best known for backstopping the New York Islanders to four consecutive Stanley Cup championships in the early 1980s.
-
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.
Kelly Olynyk
Kelly Olynyk is a Canadian professional basketball player and NBA veteran known for his versatile scoring and playmaking as a stretch big man.
-
D.
Donte DiVincenzo
Donte DiVincenzo is an American professional basketball player and NCAA champion known for his standout performances at Villanova University and subsequent NBA career.
-
E.
Iman Shumpert
Iman Shumpert is an American former NBA shooting guard and small forward best known for his defensive play and for winning an NBA championship with the Cleveland Cavaliers in 2016.
- 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_69bd46424248819085282ddf50a565f3 |
completed | March 20, 2026, 1:06 p.m. |
| NER | Named-entity recognition | batch_69bd91f353c481909ae1a73ae419fb9a |
completed | March 20, 2026, 6:29 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bf414c39a4819098f2862f3c4594c0 |
completed | March 22, 2026, 1:09 a.m. |
| NEDg | Description generation | batch_69bf4207f4e4819096709c49fe001005 |
completed | March 22, 2026, 1:12 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69bf42d7b4b88190954084985134a8c2 |
completed | March 22, 2026, 1:16 a.m. |
Created at: March 20, 2026, 2:08 p.m.