Triple
T7838165
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | M16 rifle |
E181737
|
entity |
| Predicate | designer |
P184
|
FINISHED |
| Object |
Eugene Stoner
Eugene Stoner was an American firearms designer best known as the principal creator of the AR-15 platform that led to the widely used M16 rifle.
|
E696102
|
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: Eugene Stoner | Statement: [M16 rifle, designer, Eugene Stoner]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Eugene Stoner Context triple: [M16 rifle, designer, Eugene Stoner]
-
A.
John Garand
John Garand was a Canadian-American firearms designer best known for creating the semi-automatic M1 Garand rifle used extensively by U.S. forces during World War II and the Korean War.
-
B.
John Browning
John Browning was a pioneering American firearms designer whose innovations, including several iconic pistols, rifles, and machine guns, profoundly shaped modern small arms.
-
C.
Glen Walter
Glen Walter is a small community located within the Township of South Glengarry in eastern Ontario, Canada.
-
D.
Harry Colt
Harry Colt was a pioneering English golf course architect renowned for designing and shaping many of the world’s most celebrated classic courses in the early 20th century.
-
E.
Leopold Sauer
Leopold Sauer is a person notable enough to be recognized as a significant bearer of the surname Sauer.
- 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: Eugene Stoner Triple: [M16 rifle, designer, Eugene Stoner]
Generated description
Eugene Stoner was an American firearms designer best known as the principal creator of the AR-15 platform that led to the widely used M16 rifle.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Eugene Stoner Target entity description: Eugene Stoner was an American firearms designer best known as the principal creator of the AR-15 platform that led to the widely used M16 rifle.
-
A.
John Garand
John Garand was a Canadian-American firearms designer best known for creating the semi-automatic M1 Garand rifle used extensively by U.S. forces during World War II and the Korean War.
-
B.
John Browning
John Browning was a pioneering American firearms designer whose innovations, including several iconic pistols, rifles, and machine guns, profoundly shaped modern small arms.
-
C.
Glen Walter
Glen Walter is a small community located within the Township of South Glengarry in eastern Ontario, Canada.
-
D.
Harry Colt
Harry Colt was a pioneering English golf course architect renowned for designing and shaping many of the world’s most celebrated classic courses in the early 20th century.
-
E.
Leopold Sauer
Leopold Sauer is a person notable enough to be recognized as a significant bearer of the surname Sauer.
- 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_69ca8284a25c8190a1a20afad30da792 |
completed | March 30, 2026, 2:02 p.m. |
| NER | Named-entity recognition | batch_69cb14c336f08190a21a3fcaa7269457 |
completed | March 31, 2026, 12:26 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cb5ab573c88190bf6a1745ca5cc7b5 |
completed | March 31, 2026, 5:25 a.m. |
| NEDg | Description generation | batch_69cb5ded0284819086c40a379b52a5bd |
completed | March 31, 2026, 5:38 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cb765db28881909ac34071ec6889b3 |
completed | March 31, 2026, 7:23 a.m. |
Created at: March 30, 2026, 4:46 p.m.