Triple
T6832060
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Austin Peay State University |
E157159
|
entity |
| Predicate | hasNotableAlumni |
P51
|
FINISHED |
| Object |
James “Fly” Williams
James “Fly” Williams is an American former basketball star and streetball legend known for his prolific scoring and flamboyant style in the early 1970s.
|
E621941
|
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: James “Fly” Williams | Statement: [Austin Peay State University, hasNotableAlumni, James “Fly” Williams]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: James “Fly” Williams Context triple: [Austin Peay State University, hasNotableAlumni, James “Fly” Williams]
-
A.
Bryan "Birdman" Williams
Bryan "Birdman" Williams is an American rapper, record executive, and entrepreneur best known as the co-founder and public face of the influential hip-hop label Cash Money Records.
-
B.
Jeffery Lamar Williams
Jeffery Lamar Williams, better known by his stage name Young Thug, is an influential American rapper, singer, and songwriter known for his unconventional vocal style and impact on modern hip-hop and trap music.
-
C.
Felix Jackson
Felix Jackson was a German-born American screenwriter and film producer active in Hollywood during the 1930s and 1940s.
-
D.
Lib Wright
Lib Wright is the skeptical English nurse protagonist of Emma Donoghue’s novel and its film adaptation "The Wonder," sent to rural Ireland in the 19th century to investigate a girl claiming to live without food.
-
E.
Len Williams
Len Williams was a British classical guitar teacher and promoter best known as the father and early mentor of renowned guitarist John Williams.
- 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: James “Fly” Williams Triple: [Austin Peay State University, hasNotableAlumni, James “Fly” Williams]
Generated description
James “Fly” Williams is an American former basketball star and streetball legend known for his prolific scoring and flamboyant style in the early 1970s.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: James “Fly” Williams Target entity description: James “Fly” Williams is an American former basketball star and streetball legend known for his prolific scoring and flamboyant style in the early 1970s.
-
A.
Bryan "Birdman" Williams
Bryan "Birdman" Williams is an American rapper, record executive, and entrepreneur best known as the co-founder and public face of the influential hip-hop label Cash Money Records.
-
B.
Jeffery Lamar Williams
Jeffery Lamar Williams, better known by his stage name Young Thug, is an influential American rapper, singer, and songwriter known for his unconventional vocal style and impact on modern hip-hop and trap music.
-
C.
Felix Jackson
Felix Jackson was a German-born American screenwriter and film producer active in Hollywood during the 1930s and 1940s.
-
D.
Lib Wright
Lib Wright is the skeptical English nurse protagonist of Emma Donoghue’s novel and its film adaptation "The Wonder," sent to rural Ireland in the 19th century to investigate a girl claiming to live without food.
-
E.
Len Williams
Len Williams was a British classical guitar teacher and promoter best known as the father and early mentor of renowned guitarist John Williams.
- 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_69c6882a5b5c8190917a7db9ed36bad1 |
completed | March 27, 2026, 1:37 p.m. |
| NER | Named-entity recognition | batch_69c6d62992908190996efab71cbf70f0 |
completed | March 27, 2026, 7:10 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c723fab0a4819080d7cd9cb4dddd33 |
completed | March 28, 2026, 12:42 a.m. |
| NEDg | Description generation | batch_69c724b7b31081909c2bab4a3ba6e9f9 |
completed | March 28, 2026, 12:45 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c72536c4808190b9012e282cf02da4 |
completed | March 28, 2026, 12:47 a.m. |
Created at: March 27, 2026, 2:18 p.m.