Triple
T14273991
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Family of Medium Tactical Vehicles |
E353868
|
entity |
| Predicate | developer |
P73
|
FINISHED |
| Object |
Stewart & Stevenson
Stewart & Stevenson is an American manufacturer and defense contractor known for producing military and industrial vehicles, equipment, and power systems.
|
E1090464
|
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: Stewart & Stevenson | Statement: [Family of Medium Tactical Vehicles, developer, Stewart & Stevenson]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Stewart & Stevenson Context triple: [Family of Medium Tactical Vehicles, developer, Stewart & Stevenson]
-
A.
Murray & Stewart
Murray & Stewart was the original construction and engineering firm that later evolved into the major South African company Murray & Roberts.
-
B.
Howells & Stokes
Howells & Stokes was an early 20th-century American architectural firm known for designing prominent commercial and institutional buildings, particularly in New York City.
-
C.
Barrie & Jenkins
Barrie & Jenkins was a British publishing house known for issuing works by prominent authors, including titles in P. G. Wodehouse’s Jeeves series.
-
D.
D. E. Stevenson
D. E. Stevenson was a Scottish novelist best known for her popular mid-20th-century light fiction, including the "Mrs. Tim" series and "Miss Buncle's Book."
-
E.
Stoddart
Stoddart is a Scottish surname most notably associated with Sir Fraser Stoddart, the Nobel Prize–winning chemist recognized for his work on molecular machines.
- 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: Stewart & Stevenson Triple: [Family of Medium Tactical Vehicles, developer, Stewart & Stevenson]
Generated description
Stewart & Stevenson is an American manufacturer and defense contractor known for producing military and industrial vehicles, equipment, and power systems.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Stewart & Stevenson Target entity description: Stewart & Stevenson is an American manufacturer and defense contractor known for producing military and industrial vehicles, equipment, and power systems.
-
A.
Murray & Stewart
Murray & Stewart was the original construction and engineering firm that later evolved into the major South African company Murray & Roberts.
-
B.
Howells & Stokes
Howells & Stokes was an early 20th-century American architectural firm known for designing prominent commercial and institutional buildings, particularly in New York City.
-
C.
Barrie & Jenkins
Barrie & Jenkins was a British publishing house known for issuing works by prominent authors, including titles in P. G. Wodehouse’s Jeeves series.
-
D.
D. E. Stevenson
D. E. Stevenson was a Scottish novelist best known for her popular mid-20th-century light fiction, including the "Mrs. Tim" series and "Miss Buncle's Book."
-
E.
Stoddart
Stoddart is a Scottish surname most notably associated with Sir Fraser Stoddart, the Nobel Prize–winning chemist recognized for his work on molecular machines.
- 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_69d8278d25148190abf1a8c8f5f533ad |
completed | April 9, 2026, 10:26 p.m. |
| NER | Named-entity recognition | batch_69de6582f5308190969f4cfd724d9139 |
completed | April 14, 2026, 4:04 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd326d35808190bbf3f6bbc50554f4 |
completed | May 8, 2026, 12:46 a.m. |
| NEDg | Description generation | batch_69fd372c49d88190ad76477d24e48d59 |
completed | May 8, 2026, 1:06 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fd379feff081908a74d12782bedbee |
completed | May 8, 2026, 1:08 a.m. |
Created at: April 10, 2026, 1:10 a.m.