Triple
T4732446
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | William Stanier |
E105041
|
entity |
| Predicate | workedUnder |
P3062
|
FINISHED |
| Object |
George Jackson Churchward
George Jackson Churchward was a pioneering British railway engineer and Chief Mechanical Engineer of the Great Western Railway, renowned for his influential locomotive designs in the early 20th century.
|
E465336
|
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: George Jackson Churchward | Statement: [William Stanier, workedUnder, George Jackson Churchward]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: George Jackson Churchward Context triple: [William Stanier, workedUnder, George Jackson Churchward]
-
A.
Arthur Evans
Arthur Evans was a British archaeologist best known for excavating the Minoan palace at Knossos and pioneering the study of Aegean Bronze Age civilizations.
-
B.
Walter Hubbard
Walter Hubbard was a prominent local figure and benefactor after whom Hubbard Park was named, likely due to his significant contributions to the surrounding community.
-
C.
Clarence Odbody
Clarence Odbody is the bumbling yet wise guardian angel in the classic film "It's a Wonderful Life," sent to help George Bailey understand the value of his life.
-
D.
Arthur Whitten Brown
Arthur Whitten Brown was a British aviator best known as the navigator on the first non-stop transatlantic flight in 1919 alongside pilot John Alcock.
-
E.
Richard William Howard Vyse
Richard William Howard Vyse was a 19th-century British army officer and Egyptologist best known for his controversial excavations and investigations of the Giza pyramids.
- 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: George Jackson Churchward Triple: [William Stanier, workedUnder, George Jackson Churchward]
Generated description
George Jackson Churchward was a pioneering British railway engineer and Chief Mechanical Engineer of the Great Western Railway, renowned for his influential locomotive designs in the early 20th century.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: George Jackson Churchward Target entity description: George Jackson Churchward was a pioneering British railway engineer and Chief Mechanical Engineer of the Great Western Railway, renowned for his influential locomotive designs in the early 20th century.
-
A.
Arthur Evans
Arthur Evans was a British archaeologist best known for excavating the Minoan palace at Knossos and pioneering the study of Aegean Bronze Age civilizations.
-
B.
Walter Hubbard
Walter Hubbard was a prominent local figure and benefactor after whom Hubbard Park was named, likely due to his significant contributions to the surrounding community.
-
C.
Clarence Odbody
Clarence Odbody is the bumbling yet wise guardian angel in the classic film "It's a Wonderful Life," sent to help George Bailey understand the value of his life.
-
D.
Arthur Whitten Brown
Arthur Whitten Brown was a British aviator best known as the navigator on the first non-stop transatlantic flight in 1919 alongside pilot John Alcock.
-
E.
Richard William Howard Vyse
Richard William Howard Vyse was a 19th-century British army officer and Egyptologist best known for his controversial excavations and investigations of the Giza pyramids.
- 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_69bd43ee52048190b81a4f066534ffb3 |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd64647c788190b7aa908c42ac11cf |
completed | March 20, 2026, 3:14 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be10acf7488190946b31f95114d459 |
completed | March 21, 2026, 3:29 a.m. |
| NEDg | Description generation | batch_69be1502bbb4819094c27231dc6a9762 |
completed | March 21, 2026, 3:48 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69be15ba6dac8190b37130ba0a9209c3 |
completed | March 21, 2026, 3:51 a.m. |
Created at: March 20, 2026, 1:19 p.m.