Triple
T1609373
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Texas A&M Aggies football |
E34581
|
entity |
| Predicate | HeismanTrophyWinner |
P20896
|
FINISHED |
| Object |
Johnny Manziel
Johnny Manziel is an American former football quarterback best known for his electrifying college career at Texas A&M and subsequent stint in the NFL with the Cleveland Browns.
|
E183035
|
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: Johnny Manziel | Statement: [Texas A&M Aggies football, HeismanTrophyWinner, Johnny Manziel]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Johnny Manziel Context triple: [Texas A&M Aggies football, HeismanTrophyWinner, Johnny Manziel]
-
A.
Deshaun Watson
Deshaun Watson is an American football quarterback known for his dynamic playmaking ability in the NFL and his collegiate success at Clemson University, as well as for the numerous off-field legal controversies that have impacted his career.
-
B.
Baker Mayfield
Baker Mayfield is an American football quarterback best known for winning the Heisman Trophy at Oklahoma and being selected first overall in the 2018 NFL Draft.
-
C.
Patrick Mahomes
Patrick Mahomes is an NFL superstar widely regarded as one of the most talented and accomplished quarterbacks of his generation, known for his strong arm, creativity, and multiple Super Bowl titles with the Kansas City Chiefs.
-
D.
Andrew Luck
Andrew Luck is a former NFL quarterback known for his prolific passing, leadership, and four Pro Bowl seasons as the franchise centerpiece of the Indianapolis Colts in the 2010s.
-
E.
Andy Dalton
Andy Dalton is an American NFL quarterback best known for his tenure as the longtime starter for the Cincinnati Bengals, where he led multiple playoff appearances.
- 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: Johnny Manziel Triple: [Texas A&M Aggies football, HeismanTrophyWinner, Johnny Manziel]
Generated description
Johnny Manziel is an American former football quarterback best known for his electrifying college career at Texas A&M and subsequent stint in the NFL with the Cleveland Browns.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Johnny Manziel Target entity description: Johnny Manziel is an American former football quarterback best known for his electrifying college career at Texas A&M and subsequent stint in the NFL with the Cleveland Browns.
-
A.
Deshaun Watson
Deshaun Watson is an American football quarterback known for his dynamic playmaking ability in the NFL and his collegiate success at Clemson University, as well as for the numerous off-field legal controversies that have impacted his career.
-
B.
Baker Mayfield
Baker Mayfield is an American football quarterback best known for winning the Heisman Trophy at Oklahoma and being selected first overall in the 2018 NFL Draft.
-
C.
Patrick Mahomes
Patrick Mahomes is an NFL superstar widely regarded as one of the most talented and accomplished quarterbacks of his generation, known for his strong arm, creativity, and multiple Super Bowl titles with the Kansas City Chiefs.
-
D.
Andrew Luck
Andrew Luck is a former NFL quarterback known for his prolific passing, leadership, and four Pro Bowl seasons as the franchise centerpiece of the Indianapolis Colts in the 2010s.
-
E.
Andy Dalton
Andy Dalton is an American NFL quarterback best known for his tenure as the longtime starter for the Cincinnati Bengals, where he led multiple playoff appearances.
- 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_69a885fea6a481909fe83ba6441f1774 |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69aa622a84548190a66d45eec70f9b85 |
completed | March 6, 2026, 5:12 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad51c2f038819093690bff46056939 |
completed | March 8, 2026, 10:38 a.m. |
| NEDg | Description generation | batch_69ad52ebf6a08190b870e3e02d22ea69 |
completed | March 8, 2026, 10:43 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ad5341856881909a31b4cee958e843 |
completed | March 8, 2026, 10:45 a.m. |
Created at: March 4, 2026, 7:28 p.m.