Triple
T20318833
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Will Muschamp |
E492153
|
entity |
| Predicate | fullName |
P16
|
FINISHED |
| Object |
William Lawrence Muschamp
William Lawrence Muschamp is an American football coach best known for his stints as a college head coach and defensive coordinator in the Southeastern Conference (SEC).
|
E1423223
|
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: William Lawrence Muschamp | Statement: [Will Muschamp, fullName, William Lawrence Muschamp]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: William Lawrence Muschamp Context triple: [Will Muschamp, fullName, William Lawrence Muschamp]
-
A.
Tom Thayer
Tom Thayer is a former American football offensive lineman best known for his time with the Chicago Bears, including their Super Bowl XX championship team, and later work as a radio analyst.
-
B.
Ray W. Clough
Ray W. Clough was an American civil engineer and academic widely recognized as a pioneer of the finite element method and a leading figure in structural dynamics and earthquake engineering.
-
C.
Curtis Jadwin
Curtis Jadwin is the ambitious grain speculator who serves as the central figure in Frank Norris’s novel "The Pit: A Story of Chicago," embodying the risks and obsessions of early 20th-century commodities trading.
-
D.
Robert Sinsheimer
Robert Sinsheimer was an American molecular biologist and geneticist known for his pioneering work on bacteriophages and his influential role in shaping early genomic research.
-
E.
Fred H. Madden
Fred H. Madden is an American Democratic politician who has served in the New Jersey State Senate, representing the 4th Legislative District.
- 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: William Lawrence Muschamp Triple: [Will Muschamp, fullName, William Lawrence Muschamp]
Generated description
William Lawrence Muschamp is an American football coach best known for his stints as a college head coach and defensive coordinator in the Southeastern Conference (SEC).
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: William Lawrence Muschamp Target entity description: William Lawrence Muschamp is an American football coach best known for his stints as a college head coach and defensive coordinator in the Southeastern Conference (SEC).
-
A.
Tom Thayer
Tom Thayer is a former American football offensive lineman best known for his time with the Chicago Bears, including their Super Bowl XX championship team, and later work as a radio analyst.
-
B.
Ray W. Clough
Ray W. Clough was an American civil engineer and academic widely recognized as a pioneer of the finite element method and a leading figure in structural dynamics and earthquake engineering.
-
C.
Curtis Jadwin
Curtis Jadwin is the ambitious grain speculator who serves as the central figure in Frank Norris’s novel "The Pit: A Story of Chicago," embodying the risks and obsessions of early 20th-century commodities trading.
-
D.
Robert Sinsheimer
Robert Sinsheimer was an American molecular biologist and geneticist known for his pioneering work on bacteriophages and his influential role in shaping early genomic research.
-
E.
Fred H. Madden
Fred H. Madden is an American Democratic politician who has served in the New Jersey State Senate, representing the 4th Legislative District.
- 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_69e0b4a0134081909113563e1c3ba68a |
completed | April 16, 2026, 10:06 a.m. |
| NER | Named-entity recognition | batch_69e67789d8108190ae2e134f4b0b0be5 |
completed | April 20, 2026, 6:59 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a086126c9a08190a6dcb30d118a2730 |
completed | May 16, 2026, 12:20 p.m. |
| NEDg | Description generation | batch_6a086255182881908eeaa49d34bf3ba5 |
completed | May 16, 2026, 12:25 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a08635b649c8190a6994ad3e18d3079 |
completed | May 16, 2026, 12:30 p.m. |
Created at: April 16, 2026, 11:20 a.m.