Triple
T20365163
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Matthew Stafford |
E496888
|
entity |
| Predicate | fullName |
P16
|
FINISHED |
| Object |
John Matthew Stafford
John Matthew Stafford is an American football quarterback best known for his prolific passing career in the NFL, including leading the Los Angeles Rams to a Super Bowl LVI victory.
|
E1426329
|
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: John Matthew Stafford | Statement: [Matthew Stafford, fullName, John Matthew Stafford]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: John Matthew Stafford Context triple: [Matthew Stafford, fullName, John Matthew Stafford]
-
A.
Jonathan Stafford
Jonathan Stafford is an American ballet master and former principal dancer who serves as the artistic director of New York City Ballet.
-
B.
James Stafford
James Stafford is an architect and co-founder of the renowned architecture firm Morphosis, known for its innovative and experimental designs.
-
C.
James Stafford
James Stafford was a military commander involved in the Siege of Wexford during the Irish Confederate Wars.
-
D.
Robert Matthew
Robert Matthew was a prominent 20th-century Scottish architect and planner known for his influential modernist public buildings and role in post-war reconstruction in the United Kingdom.
-
E.
Harry Stafford
Harry Stafford was a composer known for creating the musical score for Alfred Hitchcock’s 1929 film "Blackmail," one of the earliest British sound thrillers.
- 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: John Matthew Stafford Triple: [Matthew Stafford, fullName, John Matthew Stafford]
Generated description
John Matthew Stafford is an American football quarterback best known for his prolific passing career in the NFL, including leading the Los Angeles Rams to a Super Bowl LVI victory.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: John Matthew Stafford Target entity description: John Matthew Stafford is an American football quarterback best known for his prolific passing career in the NFL, including leading the Los Angeles Rams to a Super Bowl LVI victory.
-
A.
Jonathan Stafford
Jonathan Stafford is an American ballet master and former principal dancer who serves as the artistic director of New York City Ballet.
-
B.
James Stafford
James Stafford was a military commander involved in the Siege of Wexford during the Irish Confederate Wars.
-
C.
James Stafford
James Stafford is an architect and co-founder of the renowned architecture firm Morphosis, known for its innovative and experimental designs.
-
D.
Robert Matthew
Robert Matthew was a prominent 20th-century Scottish architect and planner known for his influential modernist public buildings and role in post-war reconstruction in the United Kingdom.
-
E.
Harry Stafford
Harry Stafford was a composer known for creating the musical score for Alfred Hitchcock’s 1929 film "Blackmail," one of the earliest British sound thrillers.
- 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_69e0b4a4f9b081908a5a021919c21ccb |
completed | April 16, 2026, 10:06 a.m. |
| NER | Named-entity recognition | batch_69e67870f4448190ab63cbe03542de21 |
completed | April 20, 2026, 7:03 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a087089e0408190be8394376cdec110 |
completed | May 16, 2026, 1:26 p.m. |
| NEDg | Description generation | batch_6a087129ce3c8190a67ac34ec697ad31 |
completed | May 16, 2026, 1:29 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0871e3573c81908216b5e508374081 |
completed | May 16, 2026, 1:32 p.m. |
Created at: April 16, 2026, 11:26 a.m.