Triple
T147436
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Herbert George Wells |
E3360
|
entity |
| Predicate | studiedUnder |
P7251
|
FINISHED |
| Object | Thomas Henry Huxley |
E15388
|
NE FINISHED |
How this triple was built (3 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: Thomas Henry Huxley | Statement: [Herbert George Wells, studiedUnder, Thomas Henry Huxley]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Thomas Henry Huxley Context triple: [Herbert George Wells, studiedUnder, Thomas Henry Huxley]
-
A.
Thomas Henry Huxley
chosen
Thomas Henry Huxley was a 19th-century English biologist and public intellectual known as “Darwin’s Bulldog” for his vigorous advocacy of evolutionary theory and his contributions to comparative anatomy and science education.
-
B.
Alfred Russel Wallace
Alfred Russel Wallace was a British naturalist and explorer who independently conceived the theory of evolution by natural selection and is considered a co-founder of evolutionary biology alongside Charles Darwin.
-
C.
Charles Darwin
Charles Darwin was a 19th-century English naturalist whose theory of evolution by natural selection revolutionized biology and our understanding of life on Earth.
-
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.
George Howard Darwin
George Howard Darwin was a British astronomer and mathematician known for his work on tidal theory and the evolution of the Earth–Moon system.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: studiedUnder Context triple: [Herbert George Wells, studiedUnder, Thomas Henry Huxley]
-
A.
isStudiedIn
Indicates that a subject (such as a topic, field, or phenomenon) is examined, researched, or learned about within a particular context, environment, or discipline.
-
B.
studiedBy
Indicates that a subject (such as a field, topic, or object) is examined, researched, or learned by an agent (such as a person or group).
-
C.
trainingInstitution
Indicates that one entity serves as the institution or organization where another entity receives training or education.
-
D.
educationType
Indicates the specific category or level of education associated with an entity, such as formal, informal, primary, secondary, or higher education.
-
E.
educationSystem
Indicates the relationship in which an entity is part of, governed by, or operates within a particular system or structure of education.
- 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_69a252868de4819080e21c9938bfe8b6 |
completed | Feb. 28, 2026, 2:27 a.m. |
| NER | Named-entity recognition | batch_69a258808ff08190a06b6206f635612b |
completed | Feb. 28, 2026, 2:52 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a35b61bdfc8190a399f0b4f09672ab |
completed | Feb. 28, 2026, 9:17 p.m. |
| PD | Predicate disambiguation | batch_69a256580c2c8190beecca60ca8595f3 |
completed | Feb. 28, 2026, 2:43 a.m. |
| PDg | Predicate description generation | batch_69a2587e598c81909e1082b813971f48 |
completed | Feb. 28, 2026, 2:52 a.m. |
Created at: Feb. 28, 2026, 2:31 a.m.