Triple
T1004135
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Toronto FC |
E21669
|
entity |
| Predicate | notableFormerPlayer |
P304
|
FINISHED |
| Object |
Michael Bradley
Michael Bradley is an American former professional soccer midfielder and longtime U.S. national team stalwart who captained both club and country during a distinguished career in Major League Soccer and Europe.
|
E117886
|
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: Michael Bradley | Statement: [Toronto FC, notableFormerPlayer, Michael Bradley]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Michael Bradley Context triple: [Toronto FC, notableFormerPlayer, Michael Bradley]
-
A.
DaMarcus Beasley
DaMarcus Beasley is an American former professional soccer player and versatile winger who became one of the most accomplished U.S. internationals, appearing in four FIFA World Cups and enjoying a long club career in MLS and Europe.
-
B.
Landon Donovan
Landon Donovan is a retired American soccer player widely regarded as one of the greatest in U.S. history, known for his prolific MLS and U.S. national team careers and numerous championships.
-
C.
Bradley Wright-Phillips
Bradley Wright-Phillips is an English former professional footballer and prolific goal scorer best known for his record-breaking tenure as a striker with the New York Red Bulls in Major League Soccer.
-
D.
Taylor Twellman
Taylor Twellman is a retired American soccer forward best known as a prolific scorer for the New England Revolution and later as a prominent television analyst for ESPN.
-
E.
Tyler Bates
Tyler Bates is an American composer best known for his dynamic film and television scores, including work on action franchises like John Wick and superhero films such as Guardians of the Galaxy.
- 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: Michael Bradley Triple: [Toronto FC, notableFormerPlayer, Michael Bradley]
Generated description
Michael Bradley is an American former professional soccer midfielder and longtime U.S. national team stalwart who captained both club and country during a distinguished career in Major League Soccer and Europe.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Michael Bradley Target entity description: Michael Bradley is an American former professional soccer midfielder and longtime U.S. national team stalwart who captained both club and country during a distinguished career in Major League Soccer and Europe.
-
A.
DaMarcus Beasley
DaMarcus Beasley is an American former professional soccer player and versatile winger who became one of the most accomplished U.S. internationals, appearing in four FIFA World Cups and enjoying a long club career in MLS and Europe.
-
B.
Landon Donovan
Landon Donovan is a retired American soccer player widely regarded as one of the greatest in U.S. history, known for his prolific MLS and U.S. national team careers and numerous championships.
-
C.
Bradley Wright-Phillips
Bradley Wright-Phillips is an English former professional footballer and prolific goal scorer best known for his record-breaking tenure as a striker with the New York Red Bulls in Major League Soccer.
-
D.
Taylor Twellman
Taylor Twellman is a retired American soccer forward best known as a prolific scorer for the New England Revolution and later as a prominent television analyst for ESPN.
-
E.
Tyler Bates
Tyler Bates is an American composer best known for his dynamic film and television scores, including work on action franchises like John Wick and superhero films such as Guardians of the Galaxy.
- 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_69a493c53e648190ae8cb76c433fd9a7 |
completed | March 1, 2026, 7:30 p.m. |
| NER | Named-entity recognition | batch_69a4b4ff614081909478500ada1f5059 |
completed | March 1, 2026, 9:51 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ac2a1ecddc8190b954d16c6e269498 |
completed | March 7, 2026, 1:37 p.m. |
| NEDg | Description generation | batch_69ac2a8dd818819088e6140e9a12594b |
completed | March 7, 2026, 1:39 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ac2af2efd88190b1da673aa3ead5fd |
completed | March 7, 2026, 1:41 p.m. |
Created at: March 1, 2026, 7:41 p.m.