Triple
T3575646
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Scientific Papers (collected) |
E75680
|
entity |
| Predicate | hasAuthor |
P4244
|
FINISHED |
| Object |
G. H. Darwin
G. H. Darwin was a British mathematician and astronomer, and the son of Charles Darwin, known for his influential work on tidal theory and the dynamics of the Earth–Moon system.
|
E383721
|
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: G. H. Darwin | Statement: [Scientific Papers (collected), hasAuthor, G. H. Darwin]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: G. H. Darwin Context triple: [Scientific Papers (collected), hasAuthor, G. H. Darwin]
-
A.
George Pember Darwin
George Pember Darwin was a member of the Darwin family lineage, descended from the prominent British scientist Charles Darwin through his son, the physicist Charles Galton Darwin.
-
B.
Edward Darwin
Edward Darwin was a member of the Darwin family of 19th-century England, related to the naturalist Charles Darwin through their shared extended family lineage.
-
C.
Bernard Darwin
Bernard Darwin was a prominent English golf writer and amateur golfer, renowned for his influential essays and commentary on the sport in the early 20th century.
-
D.
Horace Darwin
Horace Darwin was a British engineer and industrialist, co-founder of the Cambridge Scientific Instrument Company and a leading figure in the development of precision scientific instruments in the late 19th and early 20th centuries.
-
E.
Francis Darwin
Francis Darwin was an English botanist and son of Charles Darwin, known for his pioneering work on plant physiology and the study of phototropism.
- 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: G. H. Darwin Triple: [Scientific Papers (collected), hasAuthor, G. H. Darwin]
Generated description
G. H. Darwin was a British mathematician and astronomer, and the son of Charles Darwin, known for his influential work on tidal theory and the dynamics of the Earth–Moon system.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: G. H. Darwin Target entity description: G. H. Darwin was a British mathematician and astronomer, and the son of Charles Darwin, known for his influential work on tidal theory and the dynamics of the Earth–Moon system.
-
A.
George Pember Darwin
George Pember Darwin was a member of the Darwin family lineage, descended from the prominent British scientist Charles Darwin through his son, the physicist Charles Galton Darwin.
-
B.
Edward Darwin
Edward Darwin was a member of the Darwin family of 19th-century England, related to the naturalist Charles Darwin through their shared extended family lineage.
-
C.
Bernard Darwin
Bernard Darwin was a prominent English golf writer and amateur golfer, renowned for his influential essays and commentary on the sport in the early 20th century.
-
D.
Horace Darwin
Horace Darwin was a British engineer and industrialist, co-founder of the Cambridge Scientific Instrument Company and a leading figure in the development of precision scientific instruments in the late 19th and early 20th centuries.
-
E.
Francis Darwin
Francis Darwin was an English botanist and son of Charles Darwin, known for his pioneering work on plant physiology and the study of phototropism.
- 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_69ad85d5e3008190bdfe0bacdd1f5a1b |
completed | March 8, 2026, 2:21 p.m. |
| NER | Named-entity recognition | batch_69adc0da77008190922f414b85b9cad4 |
completed | March 8, 2026, 6:32 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b4daf58ebc81908a75b2ce01588681 |
completed | March 14, 2026, 3:50 a.m. |
| NEDg | Description generation | batch_69b4dbabb314819092dbd1ece83a894c |
completed | March 14, 2026, 3:53 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b4dc9b80f8819083074657a32798a4 |
completed | March 14, 2026, 3:57 a.m. |
Created at: March 8, 2026, 3:21 p.m.